17.1.3.7.13 Egocentric Human Action Recognition, First Person, Wearable Monitoring

Stikic, M.[Maja], Larlus, D.[Diane], Ebert, S.[Sandra], Schiele, B.[Bernt],
Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors,
PAMI(33), No. 12, December 2011, pp. 2521-2537.
IEEE DOI 1110
Learning, reduce annotation effort. BibRef

Jiang, Y.F.[Yi-Fei], Li, D.[Du], Lv, Q.[Qin],
Thinking Fast and Slow: An Approach to Energy-Efficient Human Activity Recognition on Mobile Devices,
AIMag(34), No. 2, Summer 2013, pp. 48-66.
WWW Link. 1309
BibRef

Guo, D.Y.[Dong-Yan], Tang, J.H.[Jin-Hui], Cui, Y.[Ying], Ding, J.[Jundi], Zhao, C.X.[Chun-Xia],
Saliency-based content-aware lifestyle image mosaics,
JVCIR(26), No. 1, 2015, pp. 192-199.
Elsevier DOI 1502
Image mosaic BibRef

Betancourt, A.[Alejandro], Morerio, P., Regazzoni, C.S., Rauterberg, M.,
The Evolution of First Person Vision Methods: A Survey,
CirSysVideo(25), No. 5, May 2015, pp. 744-760.
IEEE DOI 1505
Survey, Egocentric. Cameras BibRef

Yan, Y.[Yan], Ricci, E.[Elisa], Liu, G.[Gaowen], Sebe, N.[Nicu],
Egocentric Daily Activity Recognition via Multitask Clustering,
IP(24), No. 10, October 2015, pp. 2984-2995.
IEEE DOI 1507
BibRef
Earlier:
Recognizing Daily Activities from First-Person Videos with Multi-task Clustering,
ACCV14(IV: 522-537).
Springer DOI 1504
Algorithm design and analysis
See also Multitask Linear Discriminant Analysis for View Invariant Action Recognition. BibRef

Alletto, S.[Stefano], Serra, G.[Giuseppe], Calderara, S.[Simone], Cucchiara, R.[Rita],
Understanding social relationships in egocentric vision,
PR(48), No. 12, 2015, pp. 4082-4096.
Elsevier DOI 1509
Egocentric vision BibRef

Alletto, S.[Stefano], Serra, G.[Giuseppe], Cucchiara, R.[Rita],
Video registration in egocentric vision under day and night illumination changes,
CVIU(157), No. 1, 2017, pp. 274-283.
Elsevier DOI 1704
Video registration BibRef

Lu, C.W.[Ce-Wu], Liao, R.J.[Ren-Jie], Jia, J.Y.[Jia-Ya],
Personal object discovery in first-person videos,
IP(24), No. 12, December 2015, pp. 5789-5799.
IEEE DOI 1512
cameras BibRef

Buso, V.[Vincent], González-Díaz, I.[Iván], Benois-Pineau, J.[Jenny],
Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos,
SP:IC(39, Part B), No. 1, 2015, pp. 418-431.
Elsevier DOI 1512
BibRef
And:
Object recognition with top-down visual attention modeling for behavioral studies,
ICIP15(4431-4435)
IEEE DOI 1512
Saliency maps. Egocentric Vision BibRef

González-Díaz, I.[Iván], Buso, V.[Vincent], Benois-Pineau, J.[Jenny],
Perceptual modeling in the problem of active object recognition in visual scenes,
PR(56), No. 1, 2016, pp. 129-141.
Elsevier DOI 1604
Perceptual modeling BibRef

Karaman, S.[Svebor], Benois-Pineau, J.[Jenny], Megret, R.[Remi], Dovgalecs, V.[Vladislavs], Dartigues, J.F.[Jean-Francois], Gaestel, Y.[Yann],
Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases,
ICPR10(4113-4116).
IEEE DOI 1008
BibRef

Pinquier, J.[Julien], Karaman, S.[Svebor], Letoupin, L.[Laetitia], Guyot, P.[Patrice], Megret, R.[Remi], Benois-Pineau, J.[Jenny], Gaestel, Y.[Yann], Dartigues, J.F.[Jean-Francois],
Strategies for multiple feature fusion with Hierarchical HMM: Application to activity recognition from wearable audiovisual sensors,
ICPR12(3192-3195).
WWW Link. 1302
BibRef

Boujut, H.[Hugo], Benois-Pineau, J.[Jenny], Megret, R.[Remi],
Fusion of Multiple Visual Cues for Visual Saliency Extraction from Wearable Camera Settings with Strong Motion,
Concept12(III: 436-445).
Springer DOI 1210
BibRef

Stoian, A.[Andrei], Ferecatu, M.[Marin], Benois-Pineau, J.[Jenny], Crucianu, M.[Michel],
Fast Action Localization in Large-Scale Video Archives,
CirSysVideo(26), No. 10, October 2016, pp. 1917-1930.
IEEE DOI 1610
BibRef
Earlier:
Scalable action localization with kernel-space hashing,
ICIP15(257-261)
IEEE DOI 1512
Histograms. Action localization BibRef

Rituerto, A.[Alejandro],
Modeling the environment with egocentric vision systems,
ELCVIA(14), No. 3, 2015, pp. xx-yy.
DOI Link 1601
Thesis summary. BibRef

Rituerto, A.[Alejandro], Murillo, A.C.[Ana C.], Guerrero, J.J.[José J.],
3D Layout Propagation to Improve Object Recognition in Egocentric Videos,
ACVR14(839-852).
Springer DOI 1504
BibRef

Hong, J.H.[Jin-Hyuk], Ramos, J., Dey, A.K.,
Toward Personalized Activity Recognition Systems With a Semipopulation Approach,
HMS(46), No. 1, February 2016, pp. 101-112.
IEEE DOI 1602
Bayes methods BibRef

Damen, D.[Dima], Leelasawassuk, T.[Teesid], Mayol-Cuevas, W.W.[Walterio W.],
You-Do, I-Learn: Egocentric unsupervised discovery of objects and their modes of interaction towards video-based guidance,
CVIU(149), No. 1, 2016, pp. 98-112.
Elsevier DOI 1606
Video guidance BibRef

Lagunes-Fortiz, M.[Miguel], Damen, D.[Dima], Mayol-Cuevas, W.W.[Walterio W.],
Instance-level Object Recognition Using Deep Temporal Coherence,
ISVC18(274-285).
Springer DOI 1811
BibRef

Damen, D.[Dima], Haines, O.[Osian], Leelasawassuk, T.[Teesid], Calway, A.D.[Andrew D.], Mayol-Cuevas, W.W.[Walterio W.],
Multi-User Egocentric Online System for Unsupervised Assistance on Object Usage,
ACVR14(481-492).
Springer DOI 1504
BibRef
And: A1, A3, A2, A4, A5:
You-Do, I-Learn: Discovering Task Relevant Objects and their Modes of Interaction from Multi-User Egocentric Video,
BMVC14(xx-yy).
HTML Version. 1410
BibRef

Abebe, G.[Girmaw], Cavallaro, A.[Andrea], Parra, X.[Xavier],
Robust multi-dimensional motion features for first-person vision activity recognition,
CVIU(149), No. 1, 2016, pp. 229-248.
Elsevier DOI 1606
Human activity recognition BibRef

Zhu, Z., Satizábal, H.F., Blanke, U., Perez-Uribe, A., Tröster, G.,
Naturalistic Recognition of Activities and Mood Using Wearable Electronics,
AffCom(7), No. 3, July 2016, pp. 272-285.
IEEE DOI 1609
Acceleration BibRef

Gutierrez-Gomez, D.[Daniel], Guerrero, J.J.,
True scaled 6 DoF egocentric localisation with monocular wearable systems,
IVC(52), No. 1, 2016, pp. 178-194.
Elsevier DOI 1609
Monocular SLAM BibRef

Singh, S.[Suriya], Arora, C.[Chetan], Jawahar, C.V.,
Trajectory aligned features for first person action recognition,
PR(62), No. 1, 2017, pp. 45-55.
Elsevier DOI 1705
BibRef
Earlier:
First Person Action Recognition Using Deep Learned Descriptors,
CVPR16(2620-2628)
IEEE DOI 1612
Action and activity recognition BibRef

Vaca-Castano, G.[Gonzalo], Das, S.[Samarjit], Sousa, J.P.[Joao P.], da Vitoria Lobo, N.[Niels], Shah, M.[Mubarak],
Improved scene identification and object detection on egocentric vision of daily activities,
CVIU(156), No. 1, 2017, pp. 92-103.
Elsevier DOI 1702
Scene classification BibRef

Vaca-Castano, G.[Gonzalo], da Vitoria Lobo, N.[Niels], Shah, M.[Mubarak],
Holistic object detection and image understanding,
CVIU(181), 2019, pp. 1-13.
Elsevier DOI 1903
Image representation, Object detection BibRef

Dimiccoli, M.[Mariella], Bolaños, M.[Marc], Talavera, E.[Estefania], Aghaei, M.[Maedeh], Nikolov, S.G.[Stavri G.], Radeva, P.[Petia],
SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation,
CVIU(155), No. 1, 2017, pp. 55-69.
Elsevier DOI 1702
Temporal segmentation BibRef

del Molino, A.G., Tan, C., Lim, J.H., Tan, A.H.,
Summarization of Egocentric Videos: A Comprehensive Survey,
HMS(47), No. 1, February 2017, pp. 65-76.
IEEE DOI 1702
Survey, Egocentric Analysis. image segmentation BibRef

Brutti, A.[Alessio], Cavallaro, A.[Andrea],
Online Cross-Modal Adaptation for Audio-Visual Person Identification With Wearable Cameras,
HMS(47), No. 1, February 2017, pp. 40-51.
IEEE DOI 1702
audio-visual systems BibRef

Brutti, A.[Alessio], Cavallaro, A.[Andrea],
Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-identification with Wearable Cameras,
CVAVM17(438-445)
IEEE DOI 1802
Adaptation models, Cameras, Feature extraction, Labeling, Speech recognition, Training, Visualization BibRef

Timmons, A.C., Chaspari, T., Han, S.C., Perrone, L., Narayanan, S.S., Margolin, G.,
Using Multimodal Wearable Technology to Detect Conflict among Couples,
Computer(50), No. 3, March 2017, pp. 50-59.
IEEE DOI 1704
Behavioral sciences BibRef

Conti, F.[Francesco], Palossi, D.[Daniele], Andri, R.[Renzo], Magno, M.[Michele], Benini, L.[Luca],
Accelerated Visual Context Classification on a Low-Power Smartwatch,
HMS(47), No. 1, February 2017, pp. 19-30.
IEEE DOI 1702
cameras BibRef

Ortis, A.[Alessandro], Farinella, G.M.[Giovanni M.], d'Amico, V.[Valeria], Addesso, L.[Luca], Torrisi, G.[Giovanni], Battiato, S.[Sebastiano],
Organizing egocentric videos of daily living activities,
PR(72), No. 1, 2017, pp. 207-218.
Elsevier DOI 1708
First person vision BibRef

Wannenburg, J., Malekian, R.,
Physical Activity Recognition From Smartphone Accelerometer Data for User Context Awareness Sensing,
SMCS(47), No. 12, December 2017, pp. 3142-3149.
IEEE DOI 1712
Accelerometers, Feature extraction, Hidden Markov models, Legged locomotion, Machine learning algorithms, Sensors, Servers, smartphone BibRef

Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria], Battiato, S.[Sebastiano],
Recognizing Personal Locations From Egocentric Videos,
HMS(47), No. 1, February 2017, pp. 6-18.
IEEE DOI 1702
BibRef
Earlier:
Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest,
Egocentric16(I: 474-489).
Springer DOI 1611
BibRef
Earlier:
Recognizing Personal Contexts from Egocentric Images,
ACVR15(393-401)
IEEE DOI 1602
Biomedical monitoring BibRef

Kazantzidis, I.[Ioannis], Florez-Revuelta, F.[Francisco], Dequidt, M.[Mickael], Hill, N.[Natasha], Nebel, J.C.[Jean-Christophe],
Vide-omics: A genomics-inspired paradigm for video analysis,
CVIU(166), No. 1, 2018, pp. 28-40.
Elsevier DOI 1712
Genomics: where variability is the expected norm. BibRef

Shrestha, P.[Prakash], Saxena, N.[Nitesh],
An Offensive and Defensive Exposition of Wearable Computing,
Surveys(50), No. 6, January 2018, pp. Article No 92.
DOI Link 1801
Wearable computing is rapidly getting deployed in many commercial, medical, and personal domains of day-to-day life. BibRef

Bolaños, M.[Marc], Peris, Á.[Álvaro], Casacuberta, F.[Francisco], Soler, S.[Sergi], Radeva, P.[Petia],
Egocentric video description based on temporally-linked sequences,
JVCIR(50), 2018, pp. 205-216.
Elsevier DOI 1802
Egocentric vision, Video description, Deep learning, Multi-modal learning BibRef

Meditskos, G.[Georgios], Plans, P.M.[Pierre-Marie], Stavropoulos, T.G.[Thanos G.], Benois-Pineau, J.[Jenny], Buso, V.[Vincent], Kompatsiaris, I.[Ioannis],
Multi-modal activity recognition from egocentric vision, semantic enrichment and lifelogging applications for the care of dementia,
JVCIR(51), 2018, pp. 169-190.
Elsevier DOI 1802
Instrumental activity recognition, Egocentric camera, Mechanical measurements, Visual cues, Ontologies, Semantic knowledge graphs BibRef

Yao, R.[Rui], Lin, G.S.[Guo-Sheng], Shi, Q.F.[Qin-Feng], Ranasinghe, D.C.[Damith C.],
Efficient dense labelling of human activity sequences from wearables using fully convolutional networks,
PR(78), 2018, pp. 252-266.
Elsevier DOI 1804
Human activity recognition, Time series sequence classification, Fully convolutional networks BibRef

Noor, S.[Shaheena], Uddin, V.[Vali],
Using context from inside-out vision for improved activity recognition,
IET-CV(12), No. 3, April 2018, pp. 276-287.
DOI Link 1804
BibRef

Kuncheva, L.I.[Ludmila I.], Yousefi, P.[Paria], Almeida, J.[Jurandy],
Edited nearest neighbour for selecting keyframe summaries of egocentric videos,
JVCIR(52), 2018, pp. 118-130.
Elsevier DOI 1804
BibRef
And:
Comparing keyframe summaries of egocentric videos: Closest-to-centroid baseline,
IPTA17(1-6)
IEEE DOI 1804
Keyframe summary, Nearest neighbour classifier, Instance selection, Egocentric video, Feature representations. feature extraction, image classification, image colour analysis, image representation, image segmentation, image texture, Video summarisation BibRef

Silva, M.M.[Michel M.], Ramos, W.L.S.[Washington L.S.], Chamone, F.C.[Felipe C.], Ferreira, J.P.K.[João P.K.], Campos, M.F.M.[Mario F.M.], Nascimento, E.R.[Erickson R.],
Making a long story short: A multi-importance fast-forwarding egocentric videos with the emphasis on relevant objects,
JVCIR(53), 2018, pp. 55-64.
Elsevier DOI 1805
Semantic information, First-person video, Fast-forward, Egocentric stabilization BibRef

Kwon, H.[Heeseung], Kim, Y.[Yeonho], Lee, J.S.[Jin S.], Cho, M.[Minsu],
First Person Action Recognition via Two-stream ConvNet with Long-term Fusion Pooling,
PRL(112), 2018, pp. 161-167.
Elsevier DOI 1809
First person action recognition, Action recognition, Convolutional neural network, Feature pooling BibRef

Yu, H.K.[Hong-Kai], Yu, H.Z.[Hao-Zhou], Guo, H.[Hao], Simmons, J.[Jeff], Zou, Q.[Qin], Feng, W.[Wei], Wang, S.[Song],
Multiple human tracking in wearable camera videos with informationless intervals,
PRL(112), 2018, pp. 104-110.
Elsevier DOI 1809
Wearable cameras, Multiple human tracking, Informationless interval BibRef

Yonetani, R.[Ryo], Kitani, K.M.[Kris M.], Sato, Y.[Yoichi],
Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures,
PAMI(40), No. 11, November 2018, pp. 2749-2761.
IEEE DOI 1810
BibRef
Earlier:
Recognizing Micro-Actions and Reactions from Paired Egocentric Videos,
CVPR16(2629-2638)
IEEE DOI 1612
BibRef
Earlier:
Ego-surfing first person videos,
CVPR15(5445-5454)
IEEE DOI 1510
Videos, Cameras, Observers, Correlation, Trajectory, Magnetic heads, Face, First-person video, people identification, dense trajectory BibRef

Yagi, T., Mangalam, K., Yonetani, R., Sato, Y.,
Future Person Localization in First-Person Videos,
CVPR18(7593-7602)
IEEE DOI 1812
Videos, Cameras, Legged locomotion, Task analysis, Visualization, History, Trajectory BibRef

Hudson, F., Clark, C.,
Wearables and Medical Interoperability: The Evolving Frontier,
Computer(51), No. 9, September 2018, pp. 86-90.
IEEE DOI 1810
Wearable computing, Medical devices, Internet of Things, Implants, Standards, standards, medical devices, wearables, TIPPSS BibRef

Ardeshir, S.[Shervin], Borji, A.[Ali],
An exocentric look at egocentric actions and vice versa,
CVIU(171), 2018, pp. 61-68.
Elsevier DOI 1812
Egocentric vision, Transfer learning, Action recognition, BibRef

Greene, D., Patterson, G.,
Can we trust computer with body-cam vidio? Police departments are being led to believe AI will help, but they should be wary,
Spectrum(55), No. 12, December 2018, pp. 36-48.
IEEE DOI 1812
Artificial intelligence, Law enforcement, Axons, Cameras, Computers, Birds, Face BibRef

Guo, M., Wang, Z., Yang, N., Li, Z., An, T.,
A Multisensor Multiclassifier Hierarchical Fusion Model Based on Entropy Weight for Human Activity Recognition Using Wearable Inertial Sensors,
HMS(49), No. 1, February 2019, pp. 105-111.
IEEE DOI 1901
Feature extraction, Biomedical monitoring, Wearable sensors, Activity recognition, Monitoring, Sensor fusion, Body area network, wearable system BibRef

Ardeshir, S.[Shervin], Borji, A.[Ali],
Egocentric Meets Top-View,
PAMI(41), No. 6, June 2019, pp. 1353-1366.
IEEE DOI 1905
Combine the two. Videos, Cameras, Surveillance, Task analysis, Visualization, Object tracking, Egocentric vision, person re-identification BibRef

Cabrera-Quiros, L., Hung, H.,
A Hierarchical Approach for Associating Body-Worn Sensors to Video Regions in Crowded Mingling Scenarios,
MultMed(21), No. 7, July 2019, pp. 1867-1879.
IEEE DOI 1906
Acceleration, Wearable sensors, Streaming media, Task analysis, Cameras, Mingling, wearable sensor, association BibRef

Lu, M.L.[Min-Long], Li, Z.N.[Ze-Nian], Wang, Y.M.[Yue-Ming], Pan, G.[Gang],
Deep Attention Network for Egocentric Action Recognition,
IP(28), No. 8, August 2019, pp. 3703-3713.
IEEE DOI 1907
cameras, gaze tracking, image motion analysis, neural nets, video signal processing, video frames, temporal network, LSTM BibRef

Ning, Z.[Zhuang], Zhang, Q.A.[Qi-Ang], Shen, Y.[Yang], Li, Z.F.[Ze-Fan], Ni, B.B.[Bing-Bing], Zhang, W.J.[Wen-Jun],
Long term activity prediction in first person viewpoint,
PRL(125), 2019, pp. 708-714.
Elsevier DOI 1909
Egocentric video, Prediction, Gaze, Attention, Asynchronous BibRef

Cruz, S.[Sergio], Chan, A.B.[Antoni B.],
Is that my hand? An egocentric dataset for hand disambiguation,
IVC(89), 2019, pp. 131-143.
Elsevier DOI 1909
Egocentric perspective, Hand detection BibRef

Tang, Y., Wang, Z., Lu, J., Feng, J., Zhou, J.,
Multi-Stream Deep Neural Networks for RGB-D Egocentric Action Recognition,
CirSysVideo(29), No. 10, October 2019, pp. 3001-3015.
IEEE DOI 1910
cameras, gesture recognition, image motion analysis, image recognition, image sequences, deep learning BibRef

Ye, J.[Jun], Qi, G.J.[Guo-Jun], Zhuang, N.F.[Nai-Fan], Hu, H.[Hao], Hua, K.A.[Kien A.],
Learning Compact Features for Human Activity Recognition Via Probabilistic First-Take-All,
PAMI(42), No. 1, January 2020, pp. 126-139.
IEEE DOI 1912
Feature extraction, Probabilistic logic, Recurrent neural networks, Heuristic algorithms, learning to hash BibRef

Purwanto, D., Chen, Y., Fang, W.,
First-Person Action Recognition With Temporal Pooling and Hilbert-Huang Transform,
MultMed(21), No. 12, December 2019, pp. 3122-3135.
IEEE DOI 1912
Videos, Feature extraction, Trajectory, Transforms, Cameras, Adaptation models, Training, Hilbert-Huang transform, action recognition BibRef

Rhinehart, N., Kitani, K.M.[Kris M.],
First-Person Activity Forecasting from Video with Online Inverse Reinforcement Learning,
PAMI(42), No. 2, February 2020, pp. 304-317.
IEEE DOI 2001
BibRef
Earlier:
First-Person Activity Forecasting with Online Inverse Reinforcement Learning,
ICCV17(3716-3725)
IEEE DOI 1802
Award, Marr Prize, HM. BibRef
Earlier:
Learning Action Maps of Large Environments via First-Person Vision,
CVPR16(580-588)
IEEE DOI 1612
Forecasting, Task analysis, Predictive models, Trajectory, Cameras, Learning (artificial intelligence), Visualization, online learning. learning (artificial intelligence), DARKO, Online Inverse Reinforcement Learning approach, BibRef

Guan, J., Yuan, Y., Kitani, K.M., Rhinehart, N.,
Generative Hybrid Representations for Activity Forecasting With No-Regret Learning,
CVPR20(170-179)
IEEE DOI 2008
Trajectory, Forecasting, Predictive models, Entropy, Videos, Hybrid power systems, Adaptation models BibRef

Ragusa, F.[Francesco], Furnari, A.[Antonino], Battiato, S.[Sebastiano], Signorello, G.[Giovanni], Farinella, G.M.[Giovanni Maria],
EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision,
PRL(131), 2020, pp. 150-157.
Elsevier DOI 2004
Egocentric vision, First person vision, Localization, Object detection, Object retrieval BibRef

Kim, Y.J.[Ye-Ji], Lee, D.G.[Dong-Gyu], Lee, S.W.[Seong-Whan],
Three-stream fusion network for first-person interaction recognition,
PR(103), 2020, pp. 107279.
Elsevier DOI 2005
First-person vision, First-person interaction recognition, Three-stream fusion network, Three-stream correlation fusion, Camera ego-motion BibRef

Talavera, E.[Estefania], Wuerich, C.[Carolin], Petkov, N.[Nicolai], Radeva, P.[Petia],
Topic modelling for routine discovery from egocentric photo-streams,
PR(104), 2020, pp. 107330.
Elsevier DOI 2005
BibRef
Earlier: A1, A3, A4, Only:
Unsupervised Routine Discovery in Egocentric Photo-Streams,
CAIP19(I:576-588).
Springer DOI 1909
Routine, Egocentric vision, Lifestyle, Behaviour analysis, Topic modelling BibRef

Andrea Orlando, S.[Santi], Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria],
Egocentric visitor localization and artwork detection in cultural sites using synthetic data,
PRL(133), 2020, pp. 17-24.
Elsevier DOI 2005
Image-based localization, Artwork detection, Similarity search, Simulated data BibRef

Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria],
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video,
PAMI(43), No. 11, November 2021, pp. 4021-4036.
IEEE DOI 2110
Task analysis, Streaming media, Encoding, Predictive models, Containers, Cameras, LSTM BibRef

Sahu, A.[Abhimanyu], Chowdhury, A.S.[Ananda S.],
Multiscale summarization and action ranking in egocentric videos,
PRL(133), 2020, pp. 256-263.
Elsevier DOI 2005
Egocentric video analysis, Hierarchical clustering, Multiscale summary, Action ranking BibRef

Sahu, A.[Abhimanyu], Chowdhury, A.S.[Ananda S.],
First person video summarization using different graph representations,
PRL(146), 2021, pp. 185-192.
Elsevier DOI 2105
First-person video, Center-surround model, Spectral graph dissimilarity, Video similarity graph, Edge inadmissibility measure BibRef

Thomanek, R., Roschke, C., Zimmer, F., Rolletschke, T., Manthey, R., Vodel, M., Platte, B., Heinzig, M., Eibl, M., Hosel, C., Vogel, R., Ritter, M.,
Real-Time Activity Detection of Human Movement in Videos via Smartphone Based on Synthetic Training Data,
WACVWS20(160-164)
IEEE DOI 2006
Videos, Databases, Animation, Real-time systems, Training, Mobile handsets BibRef

Huang, Y., Cai, M., Sato, Y.,
An Ego-Vision System for Discovering Human Joint Attention,
HMS(50), No. 4, August 2020, pp. 306-316.
IEEE DOI 2007
Videos, Task analysis, Visualization, Cameras, Image segmentation, Proposals, Noise measurement, Dataset, egocentric vision, joint attention BibRef

Liu, T.S.[Tian-Shan], Zhao, R.[Rui], Xiao, J.[Jun], Lam, K.M.[Kin-Man],
Progressive Motion Representation Distillation With Two-Branch Networks for Egocentric Activity Recognition,
SPLetters(27), 2020, pp. 1320-1324.
IEEE DOI 2008
Optical imaging, Optical network units, Optical signal processing, Optical losses, Training, Measurement, motion representation BibRef

Liu, T.S.[Tian-Shan], Lam, K.M.[Kin-Man], Zhao, R.[Rui], Kong, J.[Jun],
Enhanced Attention Tracking With Multi-Branch Network for Egocentric Activity Recognition,
CirSysVideo(32), No. 6, June 2022, pp. 3587-3602.
IEEE DOI 2206
Activity recognition, Cams, Videos, Feature extraction, Optical imaging, Semantics, Egocentric activity recognition, fine-grained hand-object interactions BibRef

Liu, T.S.[Tian-Shan], Lam, K.M.[Kin-Man],
Flow-guided Spatial Attention Tracking for Egocentric Activity Recognition,
ICPR21(4303-4308)
IEEE DOI 2105
Integrated optics, Deep learning, Tracking, Fuses, Video sequences, Activity recognition, Benchmark testing BibRef

Qi, W., Su, H., Aliverti, A.,
A Smartphone-Based Adaptive Recognition and Real-Time Monitoring System for Human Activities,
HMS(50), No. 5, October 2020, pp. 414-423.
IEEE DOI 2009
Feature extraction, Sensors, Accelerometers, Gyroscopes, Real-time systems, Classification algorithms, Adaptive systems, human activity recognition (HAR) BibRef

Ismail, K., Özacar, K.,
Human Activity Recognition Based on Smartphone Sensor Data Using CNN,
SmartCityApp20(263-265).
DOI Link 2012
BibRef

Wu, Y.[Yu], Zhu, L.C.[Lin-Chao], Wang, X.O.[Xia-Ohan], Yang, Y.[Yi], Wu, F.[Fei],
Learning to Anticipate Egocentric Actions by Imagination,
IP(30), 2021, pp. 1143-1152.
IEEE DOI 2012
Task analysis, Uncertainty, Predictive models, Visualization, Recurrent neural networks, Image segmentation, Image recognition, egocentric videos BibRef

Oh, C., Cavallaro, A.,
View-Action Representation Learning for Active First-Person Vision,
CirSysVideo(31), No. 2, February 2021, pp. 480-491.
IEEE DOI 2102
Navigation, Cameras, Predictive models, Visualization, Task analysis, Image reconstruction, Neural networks, Representation learning, mapless navigation BibRef

Gedik, E., Cabrera-Quiros, L., Martella, C., Englebienne, G., Hung, H.,
Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing,
AffCom(12), No. 1, January 2021, pp. 269-276.
IEEE DOI 2103
Sensors, Motion pictures, Physiology, Accelerometers, Couplings, Appraisal, Atmospheric measurements, Human behavior, dance BibRef

Edwards, J.,
Wearables-Fashion With a Purpose: A New Generation of Wearable Devices Uses Signal Processing to Make Life Easier, Healthier, and More Secure [Special Reports],
SPMag(38), No. 2, March 2021, pp. 15-136.
IEEE DOI 2103
Performance evaluation, Wearable computers, Mobile handsets, Biomedical monitoring, Usability, Monitoring BibRef

Sahu, A., Chowdhury, A.S.,
Together Recognizing, Localizing and Summarizing Actions in Egocentric Videos,
IP(30), 2021, pp. 4330-4340.
IEEE DOI 2104
BibRef
Earlier:
Shot Level Egocentric Video Co-summarization,
ICPR18(2887-2892)
IEEE DOI 1812
Videos, Location awareness, Cameras, Feature extraction, Streaming media, Sports, Trajectory, fractional knapsack. Visualization, Entropy, Computational modeling, Nash equilibrium, Visual databases, Bipartite graph, Games, Co-summarization, Bipartite graph matching BibRef

Rueda, F.M.[Fernando Moya], Fink, G.A.[Gernot A.],
From Human Pose to On-Body Devices for Human-Activity Recognition,
ICPR21(10066-10073)
IEEE DOI 2105
Performance evaluation, Transfer learning, Deep architecture, Estimation, Benchmark testing, Activity recognition, Synchronization BibRef

Rodin, I.[Ivan], Furnari, A.[Antonino], Mavroeidis, D.[Dimitrios], Farinella, G.M.[Giovanni Maria],
Predicting the future from first person (egocentric) vision: A survey,
CVIU(211), 2021, pp. 103252.
Elsevier DOI 2110
Survey, Egocentric Video. First person vision, Egocentric vision, Future prediction, Anticipation BibRef

Gökce, Z.[Zeynep], Pehlivan, S.[Selen],
Temporal modelling of first-person actions using hand-centric verb and object streams,
SP:IC(99), 2021, pp. 116436.
Elsevier DOI 2111
First-person vision, Egocentric vision, Action recognition, Temporal models, RNN BibRef

Damen, D.[Dima], Doughty, H.[Hazel], Farinella, G.M.[Giovanni Maria], Furnari, A.[Antonino], Kazakos, E.[Evangelos], Ma, J.[Jian], Moltisanti, D.[Davide], Munro, J.[Jonathan], Perrett, T.[Toby], Price, W.[Will], Wray, M.[Michael],
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100,
IJCV(130), No. 1, January 2022, pp. 33-55.
Springer DOI 2201
Dataset, Egocentric Actions. BibRef

Damen, D.[Dima], Doughty, H.[Hazel], Farinella, G.M.[Giovanni Maria], Fidler, S.[Sanja], Furnari, A.[Antonino], Kazakos, E.[Evangelos], Moltisanti, D.[Davide], Munro, J.[Jonathan], Perrett, T.[Toby], Price, W.[Will], Wray, M.[Michael],
Scaling Egocentric Vision: The Epic Kitchens Dataset,
ECCV18(II: 753-771).
Springer DOI 1810
Dataset, Egocentric Actions. BibRef

Aakur, S.N.[Sathyanarayanan N.], Kundu, S.[Sanjoy], Gunti, N.[Nikhil],
Knowledge guided learning: Open world egocentric action recognition with zero supervision,
PRL(156), 2022, pp. 38-45.
Elsevier DOI 2205
Event understanding, Open world reasoning, Pattern Theory, Egocentric activity understanding, Commonsense Knowledge BibRef

Huang, Y.[Yi], Yang, X.S.[Xiao-Shan], Gao, J.Y.[Jun-Yun], Xu, C.S.[Chang-Sheng],
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition,
MultMed(24), 2022, pp. 2273-2286.
IEEE DOI 2205
Videos, Feature extraction, Visualization, Task analysis, Computational modeling, Target recognition, Prototypes, action recognition BibRef

Han, R.Z.[Rui-Ze], Feng, W.[Wei], Zhang, Y.J.[Yu-Jun], Zhao, J.W.[Jie-Wen], Wang, S.[Song],
Multiple Human Association and Tracking From Egocentric and Complementary Top Views,
PAMI(44), No. 9, September 2022, pp. 5225-5242.
IEEE DOI 2208
Cameras, Videos, Collaboration, Graphical models, Distribution functions, Trajectory, Optimization, egocentric perception BibRef

Han, R.Z.[Rui-Ze], Yan, H.M.[Hao-Min], Li, J.C.[Jia-Cheng], Wang, S.M.[Song-Miao], Feng, W.[Wei], Wang, S.[Song],
Panoramic Human Activity Recognition,
ECCV22(IV:244-261).
Springer DOI 2211
BibRef

Bianco, S.[Simone], Napoletano, P.[Paolo], Raimondi, A.[Alberto], Rima, M.[Mirko],
U-WeAr: User Recognition on Wearable Devices through Arm Gesture,
HMS(52), No. 4, August 2022, pp. 713-724.
IEEE DOI 2208
Gesture recognition, Accelerometers, Inertial sensors, Hidden Markov models, Gyroscopes, Task analysis, Servers, user verification BibRef

Xia, Y.W.[Yi-Wei], Ma, J.[Jun], Yu, C.Y.[Chu-Yue], Ren, X.H.[Xun-Huan], Antonovich, B.A.[Boriskevich Anatoliy], Tsviatkou, V.Y.[Viktar Yurevich],
Recognition System Of Human Activities Based On Time-Frequency Features Of Accelerometer Data,
ISCV22(1-5)
IEEE DOI 2208
Accelerometers, Support vector machines, Microelectromechanical systems, Industries, WISDM dataset BibRef

Lee, K.[Kyoungoh], Park, Y.[Yeseung], Huh, J.[Jungwoo], Kang, J.[Jiwoo], Lee, S.H.[Sang-Hoon],
Self-Updatable Database System Based on Human Motion Assessment Framework,
CirSysVideo(32), No. 10, October 2022, pp. 7160-7176.
IEEE DOI 2210
Databases, Surveillance, Videos, Behavioral sciences, Semantics, Motion measurement, Human motion assessment, self-updatable database system BibRef

Wu, R.J.[Ren-Jie], Lee, B.G.[Boon Giin], Pike, M.[Matthew], Zhu, L.Z.[Lin-Zhen], Chai, X.Q.[Xiao-Qing], Huang, L.[Liang], Wu, X.[Xian],
IOAM: A Novel Sensor Fusion-Based Wearable for Localization and Mapping,
RS(14), No. 23, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Li, H.X.[Hao-Xin], Zheng, W.S.[Wei-Shi], Zhang, J.G.[Jian-Guo], Hu, H.F.[Hai-Feng], Lu, J.W.[Ji-Wen], Lai, J.H.[Jian-Huang],
Egocentric Action Recognition by Automatic Relation Modeling,
PAMI(45), No. 1, January 2023, pp. 489-507.
IEEE DOI 2212
Videos, Cameras, Task analysis, Solid modeling, Context modeling, Location awareness, Feature extraction, human-object interaction recognition BibRef

Li, H.X.[Hao-Xin], Cai, Y.J.[Yi-Jun], Zheng, W.S.[Wei-Shi],
Deep Dual Relation Modeling for Egocentric Interaction Recognition,
CVPR19(7924-7933).
IEEE DOI 2002
BibRef

Dunnhofer, M.[Matteo], Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria], Micheloni, C.[Christian],
Visual Object Tracking in First Person Vision,
IJCV(131), No. 1, January 2023, pp. 259-283.
Springer DOI 2301
BibRef
Earlier:
Is First Person Vision Challenging for Object Tracking?,
VOT21(2698-2710)
IEEE DOI 2112
Visualization, Target tracking, Systematics, Video sequences, Object detection, Benchmark testing BibRef

Dhamanaskar, A.[Ameya], Dimiccoli, M.[Mariella], Corona, E.[Enric], Pumarola, A.[Albert], Moreno-Noguer, F.[Francesc],
Enhancing egocentric 3D pose estimation with third person views,
PR(138), 2023, pp. 109358.
Elsevier DOI 2303
3D pose estimation, Self-supervised learning, Egocentric vision BibRef

Li, Y.[Yin], Liu, M.[Miao], Rehg, J.M.[James M.],
In the Eye of the Beholder: Gaze and Actions in First Person Video,
PAMI(45), No. 6, June 2023, pp. 6731-6747.
IEEE DOI 2305
BibRef
Earlier:
In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video,
ECCV18(VI: 639-655).
Springer DOI 1810
Convolution, Visualization, Cameras, Benchmark testing, Stochastic processes, Gaze tracking, Action recognition, video analysis BibRef

Wang, X.H.[Xiao-Han], Zhu, L.C.[Lin-Chao], Wu, Y.[Yu], Yang, Y.[Yi],
Symbiotic Attention for Egocentric Action Recognition With Object-Centric Alignment,
PAMI(45), No. 6, June 2023, pp. 6605-6617.
IEEE DOI 2305
Feature extraction, Cognition, Symbiosis, Task analysis, Solid modeling, Egocentric video analysis, action recognition, symbiotic attention BibRef

Kapidis, G.[Georgios], Poppe, R.[Ronald], Veltkamp, R.C.[Remco C.],
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks,
PAMI(45), No. 6, June 2023, pp. 6618-6630.
IEEE DOI 2305
Task analysis, Training, Feature extraction, Activity recognition, Object detection, Annotations, Training data, Egocentric vision, multitask learning BibRef

Yu, H.Y.[Huang-Yue], Cai, M.J.[Min-Jie], Liu, Y.F.[Yun-Fei], Lu, F.[Feng],
First- And Third-Person Video Co-Analysis By Learning Spatial-Temporal Joint Attention,
PAMI(45), No. 6, June 2023, pp. 6631-6646.
IEEE DOI 2305
Cameras, Task analysis, Feature extraction, Visualization, Robot vision systems, Standards, Egocentric perception, deep learning BibRef

Qi, Z.B.[Zhao-Bo], Wang, S.H.[Shu-Hui], Su, C.[Chi], Su, L.[Li], Huang, Q.M.[Qing-Ming], Tian, Q.[Qi],
Self-Regulated Learning for Egocentric Video Activity Anticipation,
PAMI(45), No. 6, June 2023, pp. 6715-6730.
IEEE DOI 2305
Predictive models, Dairy products, Semantics, Feature extraction, Visualization, Activity recognition, Task analysis, self-regulated learning BibRef

Martín-Martín, R.[Roberto], Patel, M.[Mihir], Rezatofighi, H.[Hamid], Shenoi, A.[Abhijeet], Gwak, J.Y.[Jun-Young], Frankel, E.[Eric], Sadeghian, A.[Amir], Savarese, S.[Silvio],
JRDB: A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments,
PAMI(45), No. 6, June 2023, pp. 6748-6765.
IEEE DOI 2305
Robots, Sensors, Annotations, Cameras, Benchmark testing, Robot navigation, social robotics, person detection, person tracking BibRef

Northcutt, C.G.[Curtis G.], Zha, S.X.[Sheng-Xin], Lovegrove, S.[Steven], Newcombe, R.[Richard],
EgoCom: A Multi-Person Multi-Modal Egocentric Communications Dataset,
PAMI(45), No. 6, June 2023, pp. 6783-6793.
IEEE DOI 2305
Task analysis, Artificial intelligence, Visualization, Synchronization, Natural languages, Education, Egocentric, embodied intelligence BibRef

Tome, D.[Denis], Alldieck, T.[Thiemo], Peluse, P.[Patrick], Pons-Moll, G.[Gerard], Agapito, L.[Lourdes], Badino, H.[Hernan], de la Torre, F.[Fernando],
SelfPose: 3D Egocentric Pose Estimation From a Headset Mounted Camera,
PAMI(45), No. 6, June 2023, pp. 6794-6806.
IEEE DOI 2305
Cameras, Pose estimation, Visualization, Head, Training, 3D human pose estimation, egocentric, VR/AR, character animation BibRef

Coskun, H.[Huseyin], Zia, M.Z.[M. Zeeshan], Tekin, B.[Bugra], Bogo, F.[Federica], Navab, N.[Nassir], Tombari, F.[Federico], Sawhney, H.S.[Harpreet S.],
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition,
PAMI(45), No. 6, June 2023, pp. 6659-6673.
IEEE DOI 2305
Visualization, Training, Transfer learning, Task analysis, Streaming media, Feature extraction, Meta learning, attention BibRef

Dessalene, E.[Eadom], Devaraj, C.[Chinmaya], Maynord, M.[Michael], Fermüller, C.[Cornelia], Aloimonos, Y.F.[Yi-Fannis],
Forecasting Action Through Contact Representations From First Person Video,
PAMI(45), No. 6, June 2023, pp. 6703-6714.
IEEE DOI 2305
Task analysis, Semantics, Object segmentation, Trajectory, Visualization, Predictive models, Feeds, Action anticipation, hands BibRef

Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria],
Streaming egocentric action anticipation: An evaluation scheme and approach,
CVIU(234), 2023, pp. 103763.
Elsevier DOI 2307
Action anticipation, Egocentric vision, Streaming perception BibRef

Ragusa, F.[Francesco], Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria],
MECCANO: A multimodal egocentric dataset for humans behavior understanding in the industrial-like domain,
CVIU(235), 2023, pp. 103764.
Elsevier DOI 2310
First person vision, Egocentric vision, Multimodal dataset, Human Behavior Understanding BibRef

Saganowski, S.[Stanislaw], Perz, B.[Bartosz], Polak, A.G.[Adam G.], Kazienko, P.[Przemyslaw],
Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review,
AffCom(14), No. 3, July 2023, pp. 1876-1897.
IEEE DOI 2310
BibRef

Guan, W.L.[Wei-Li], Song, X.M.[Xue-Meng], Wang, K.J.[Ke-Jie], Wen, H.K.[Hao-Kun], Ni, H.[Hongda], Wang, Y.W.[Yao-Wei], Chang, X.J.[Xiao-Jun],
Egocentric Early Action Prediction via Multimodal Transformer-Based Dual Action Prediction,
CirSysVideo(33), No. 9, September 2023, pp. 4472-4483.
IEEE DOI Code:
WWW Link. 2310
BibRef

Liu, X.Y.[Xian-Yuan], Zhou, S.[Shuo], Lei, T.[Tao], Jiang, P.[Ping], Chen, Z.X.[Zhi-Xiang], Lu, H.P.[Hai-Ping],
First-Person Video Domain Adaptation With Multi-Scene Cross-Site Datasets and Attention-Based Methods,
CirSysVideo(33), No. 12, December 2023, pp. 7774-7788.
IEEE DOI 2312
BibRef

Liu, Y.X.[Yu-Xuan], Yang, J.X.[Jian-Xin], Gu, X.[Xiao], Chen, Y.J.[Yi-Jun], Guo, Y.[Yao], Yang, G.Z.[Guang-Zhong],
EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning,
MultMed(25), 2023, pp. 8880-8891.
IEEE DOI 2312
BibRef

Xu, L.F.[Lin-Feng], Wu, Q.B.[Qing-Bo], Pan, L.[Lili], Meng, F.M.[Fan-Man], Li, H.L.[Hong-Liang], He, C.[Chiyuan], Wang, H.X.[Han-Xin], Cheng, S.X.[Shao-Xu], Dai, Y.[Yu],
Towards Continual Egocentric Activity Recognition: A Multi-Modal Egocentric Activity Dataset for Continual Learning,
MultMed(26), 2024, pp. 2430-2443.
IEEE DOI Code:
WWW Link. 2402
Cameras, Task analysis, Gyroscopes, Glass, Feature extraction, Accelerometers, Multi-modal dataset, wearable device BibRef

Wang, H.X.[Han-Xin], Zhou, S.C.[Shu-Chang], Wu, Q.B.[Qing-Bo], Li, H.L.[Hong-Liang], Meng, F.M.[Fan-Man], Xu, L.F.[Lin-Feng], Qiu, H.Q.[He-Qian],
Confusion Mixup Regularized Multimodal Fusion Network for Continual Egocentric Activity Recognition,
VCL23(3552-3561)
IEEE DOI Code:
WWW Link. 2401
BibRef

Luo, H.C.[Hong-Chen], Zhai, W.[Wei], Zhang, J.[Jing], Cao, Y.[Yang], Tao, D.C.[Da-Cheng],
Grounded Affordance from Exocentric View,
IJCV(132), No. 6, June 2024, pp. 1945-1969.
Springer DOI 2406
locate objects' action possibilities regions. BibRef

Wang, H.R.[Hao-Ran], Yang, J.H.[Jia-Hao], Yu, B.[Baosheng], Zhan, Y.B.[Yi-Bing], Tao, D.P.[Da-Peng], Ling, H.B.[Hai-Bin],
Distilling interaction knowledge for semi-supervised egocentric action recognition,
PR(157), 2025, pp. 110927.
Elsevier DOI 2409
Knowledge distillation, Semi-supervised learning, Egocentric action recognition BibRef

Dai, Y.[Yudi], Wang, Z.Y.[Zhi-Yong], Lin, X.P.[Xi-Ping], Wen, C.L.[Cheng-Lu], Xu, L.[Lan], Shen, S.Q.[Si-Qi], Ma, Y.X.[Yue-Xin], Wang, C.[Cheng],
HiSC4D: Human-Centered Interaction and 4D Scene Capture in Large-Scale Space Using Wearable IMUs and LiDAR,
PAMI(46), No. 12, December 2024, pp. 11236-11253.
IEEE DOI 2411
Laser radar, Cameras, Sensors, Location awareness, Accuracy, Point cloud compression, 3D computer vision, dataset, scene mapping BibRef

Dai, Y.[Yudi], Lin, Y.[Yitai], Wen, C.L.[Cheng-Lu], Shen, S.Q.[Si-Qi], Xu, L.[Lan], Yu, J.Y.[Jing-Yi], Ma, Y.X.[Yue-Xin], Wang, C.[Cheng],
HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDAR,
CVPR22(6782-6792)
IEEE DOI 2210
Location awareness, Laser radar, Dynamics, Stairs, Robot sensing systems, Motion capture, Sensors, Motion and tracking BibRef

Wang, H.R.[Hao-Ran], Cheng, Q.H.[Qing-Hua], Yu, B.[Baosheng], Zhan, Y.B.[Yi-Bing], Tao, D.P.[Da-Peng], Ding, L.[Liang], Ling, H.B.[Hai-Bin],
Free-Form Composition Networks for Egocentric Action Recognition,
CirSysVideo(34), No. 10, October 2024, pp. 9967-9978.
IEEE DOI 2411
Feature extraction, Training data, Data models, Visualization, Training, Semantics, Data mining, Compositional learning, egocentric action recognition BibRef

Plizzari, C.[Chiara], Goletto, G.[Gabriele], Furnari, A.[Antonino], Bansal, S.[Siddhant], Ragusa, F.[Francesco], Farinella, G.M.[Giovanni Maria], Damen, D.[Dima], Tommasi, T.[Tatiana],
An Outlook into the Future of Egocentric Vision,
IJCV(132), No. 11, November 2024, pp. 4880-4936.
Springer DOI 2411
BibRef

Suveges, T.[Tamas], McKenna, S.[Stephen],
Unsupervised mapping and semantic user localisation from first-person monocular video,
PR(158), 2025, pp. 110923.
Elsevier DOI 2411
Egocentric (first-person) vision, Unsupervised Learning, Mapping and localisation BibRef

Wang, T.[Tai], Mao, X.H.[Xiao-Han], Zhu, C.M.[Chen-Ming], Xu, R.[Runsen], Lyu, R.Y.[Rui-Yuan], Li, P.[Peisen], Chen, X.[Xiao], Zhang, W.W.[Wen-Wei], Chen, K.[Kai], Xue, T.F.[Tian-Fan], Liu, X.H.[Xi-Hui], Lu, C.[Cewu], Lin, D.[Dahua], Pang, J.M.[Jiang-Miao],
EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI,
CVPR24(19757-19767)
IEEE DOI 2410
multi-modal, ego-centric 3D perception dataset and benchmark for holistic 3D scene understanding. Annotations, Databases, Semantics, Benchmark testing, Robot sensing systems, Multi-Modal, Ego-centric, 3D Perception, Dataset and Benchmark BibRef

Lee, S.P.[Shih-Po], Lu, Z.[Zijia], Zhang, Z.K.[Ze-Kun], Hoai, M.[Minh], Elhamifar, E.[Ehsan],
Error Detection in Egocentric Procedural Task Videos,
CVPR24(18655-18666)
IEEE DOI Code:
WWW Link. 2410
Training, Graph convolutional networks, Computational modeling, Buildings, Prototypes, Object detection, error detection, egocentric videos BibRef

Flaborea, A.[Alessandro], d'Amely-di Melendugno, G.M.[Guido Maria], Plini, L.[Leonardo], Scofano, L.[Luca], de Matteis, E.[Edoardo], Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria], Galasso, F.[Fabio],
PREGO: Online Mistake Detection in PRocedural EGOcentric Videos,
CVPR24(18483-18492)
IEEE DOI Code:
WWW Link. 2410
Adaptation models, Computational modeling, Medical services, Benchmark testing, Predictive models, Cognition, In-context Learning BibRef

Zhao, Y.H.[Yun-Han], Ma, H.Y.[Hao-Yu], Kong, S.[Shu], Fowlkes, C.[Charless],
Instance Tracking in 3D Scenes from Egocentric Videos,
CVPR24(21933-21944)
IEEE DOI Code:
WWW Link. 2410
Protocols, Annotations, Benchmark testing, Cameras, Sensors, egocentric videos, instance tracking in 3D BibRef

Chen, C.[Changan], Ashutosh, K.[Kumar], Girdhar, R.[Rohit], Harwath, D.[David], Grauman, K.[Kristen],
SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos,
CVPR24(27242-27252)
IEEE DOI 2410
Training, Tail, Encoding, Streams, Videos BibRef

Huang, Y.F.[Yi-Fei], Chen, G.[Guo], Xu, J.[Jilan], Zhang, M.F.[Ming-Fang], Yang, L.J.[Li-Jin], Pei, B.Q.[Bao-Qi], Zhang, H.J.[Hong-Jie], Dong, L.[Lu], Wang, Y.[Yali], Wang, L.M.[Li-Min], Qiao, Y.[Yu],
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World,
CVPR24(22072-22086)
IEEE DOI Code:
WWW Link. 2410
Bridges, Annotations, Laboratories, Focusing, Benchmark testing, Planning, egocentric video, cross-view, video dataset BibRef

Li, G.[Gen], Zhao, K.[Kaifeng], Zhang, S.W.[Si-Wei], Lyu, X.Z.[Xiao-Zhong], Dusmanu, M.[Mihai], Zhang, Y.[Yan], Pollefeys, M.[Marc], Tang, S.[Siyu],
EgoGen: An Egocentric Synthetic Data Generator,
CVPR24(14497-14509)
IEEE DOI 2410
Visualization, Solid modeling, Pipelines, Training data, Reinforcement learning, egocentric vision, autonomous virtual humans BibRef

Kukleva, A.[Anna], Sener, F.[Fadime], Remelli, E.[Edoardo], Tekin, B.[Bugra], Sauser, E.[Eric], Schiele, B.[Bernt], Ma, S.[Shugao],
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization,
CVPR24(26354-26363)
IEEE DOI Code:
WWW Link. 2410
Adaptation models, Visualization, Pipelines, Computer architecture, adapters, prompts, generalization, action recognition BibRef

Majumder, S.[Sagnik], Al-Halah, Z.[Ziad], Grauman, K.[Kristen],
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos,
CVPR24(27048-27058)
IEEE DOI Code:
WWW Link. 2410
Art, Spatial audio, Noise reduction, Feature extraction, Encoding, Spatial audio denoising BibRef

Zhang, Y.[Yuanhang], Yang, S.[Shuang], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations,
CVPR24(27059-27069)
IEEE DOI 2410
Visualization, Self-supervised learning, Manuals, Benchmark testing, Data models, representation learning BibRef

Yang, Q.[Qi], Nie, X.[Xing], Li, T.[Tong], Gao, P.F.[Peng-Fei], Guo, Y.[Ying], Zhen, C.[Cheng], Yan, P.F.[Peng-Fei], Xiang, S.M.[Shi-Ming],
Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation,
CVPR24(27124-27133)
IEEE DOI Code:
WWW Link. 2410
Visualization, Adaptation models, Terminology, Bidirectional control, Transformers, multi-modal BibRef

Grauman, K.[Kristen], Westbury, A.[Andrew], Torresani, L.[Lorenzo], Kitani, K.[Kris], Malik, J.[Jitendra], Afouras, T.[Triantafyllos], Ashutosh, K.[Kumar], Baiyya, V.[Vijay], Bansal, S.[Siddhant], Boote, B.[Bikram], Byrne, E.[Eugene], Chavis, Z.[Zach], Chen, J.[Joya], Cheng, F.[Feng], Chu, F.J.[Fu-Jen], Crane, S.[Sean], Dasgupta, A.[Avijit], Dong, J.[Jing], Escobar, M.[Maria], Forigua, C.[Cristhian], Gebreselasie, A.[Abrham], Haresh, S.[Sanjay], Huang, J.[Jing], Islam, M.M.[Md Mohaiminul], Jain, S.[Suyog], Khirodkar, R.[Rawal], Kukreja, D.[Devansh], Liang, K.J.[Kevin J], Liu, J.W.[Jia-Wei], Majumder, S.[Sagnik], Mao, Y.[Yongsen], Martin, M.[Miguel], Mavroudi, E.[Effrosyni], Nagarajan, T.[Tushar], Ragusa, F.[Francesco], Ramakrishnan, S.K.[Santhosh Kumar], Seminara, L.[Luigi], Somayazulu, A.[Arjun], Song, Y.[Yale], Su, S.[Shan], Xue, Z.[Zihui], Zhang, E.[Edward], Zhang, J.[Jinxu], Castillo, A.[Angela], Chen, C.[Changan], Fu, X.Z.[Xin-Zhu], Furuta, R.[Ryosuke], González, C.[Cristina], Gupta, P.[Prince], Hu, J.[Jiabo], Huang, Y.F.[Yi-Fei], Huang, Y.M.[Yi-Ming], Khoo, W.[Weslie], Kumar, A.[Anush], Kuo, R.[Robert], Lakhavani, S.[Sach], Liu, M.[Miao], Luo, M.[Mi], Luo, Z.Y.[Zheng-Yi], Meredith, B.[Brighid], Miller, A.[Austin], Oguntola, O.[Oluwatumininu], Pan, X.[Xiaqing], Peng, P.[Penny], Pramanick, S.[Shraman], Ramazanova, M.[Merey], Ryan, F.[Fiona], Shan, W.[Wei], Somasundaram, K.[Kiran], Song, C.[Chenan], Southerland, A.[Audrey], Tateno, M.[Masatoshi], Wang, H.Y.[Hui-Yu], Wang, Y.C.[Yu-Chen], Yagi, T.[Takuma], Yan, M.F.[Ming-Fei], Yang, X.T.[Xi-Tong], Yu, Z.C.[Ze-Cheng], Zha, S.X.C.[Sheng-Xin Cindy], Zhao, C.[Chen], Zhao, Z.W.[Zi-Wei], Zhu, Z.[Zhifan], Zhuo, J.[Jeff], Arbeláez, P.[Pablo], Bertasius, G.[Gedas], Damen, D.[Dima], Engel, J.[Jakob], Farinella, G.M.[Giovanni Maria], Furnari, A.[Antonino], Ghanem, B.[Bernard], Hoffman, J.[Judy], Jawahar, C.V., Newcombe, R.[Richard], Park, H.S.[Hyun Soo], Rehg, J.M.[James M.], Sato, Y.[Yoichi], Savva, M.[Manolis], Shi, J.B.[Jian-Bo], Shout, M.Z.[Mike Zheng], Wray, M.[Michael],
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives,
CVPR24(19383-19400)
IEEE DOI 2410
Representation learning, Point cloud compression, Solid modeling, Urban areas, Pose estimation, Benchmark testing, video, benchmarks BibRef

Cuevas-Velasquez, H.[Hanz], Hewitt, C.[Charlie], Aliakbarian, S.[Sadegh], Baltrušaitis, T.[Tadas],
SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras,
3DV24(1446-1455)
IEEE DOI Code:
WWW Link. 2408
Uncertainty, Pose estimation, Computer architecture, Resists, Cameras, Probabilistic logic, Egocentric pose estimation, Probabilistic BibRef

Hempel, T.[Thorsten], Jung, M.[Magnus], Abdelrahman, A.A.[Ahmed A.], Al-Hamadi, A.[Ayoub],
NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction,
WACV24(4425-4434)
IEEE DOI 2404
Human computer interaction, Computational modeling, Lighting, Reproducibility of results, Algorithms, Datasets and evaluations, Robotics BibRef

Thakur, S.[Sanket], Beyan, C.[Cigdem], Morerio, P.[Pietro], Murino, V.[Vittorio], del Bue, A.[Alessio],
Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos,
WACV24(8642-8651)
IEEE DOI 2404
Privacy, Tracking, Reviews, Dynamics, Predictive models, Transformers, Time measurement, Applications, Virtual / augmented reality BibRef

Nagar, P.[Pravin], Shastry, K.N.A.[K. N Ajay], Chaudhari, J.[Jayesh], Arora, C.[Chetan],
SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs,
WACV24(7010-7020)
IEEE DOI Code:
WWW Link. 2404
Location awareness, Training, Representation learning, Visualization, Current transformers, Semantics, Redundancy, Video recognition and understanding BibRef

Roy, D.[Debaditya], Rajendiran, R.[Ramanathan], Fernando, B.[Basura],
Interaction Region Visual Transformer for Egocentric Action Anticipation,
WACV24(6726-6736)
IEEE DOI 2404
Visualization, Codes, Computational modeling, Dynamics, Computer architecture, Transformers, Algorithms, Video recognition and understanding BibRef

Duncan, S.[Stuart], Regenbrecht, H.[Holger], Langlotz, T.[Tobias],
Fusing exocentric and egocentric real-time reconstructions for embodied immersive experiences,
IVCNZ23(1-11)
IEEE DOI 2403
Visualization, Teleconferencing, Psychology, Mixed reality, User interfaces, Cameras, virtual reality, embodiment BibRef

Zhang, C.H.[Chu-Han], Gupta, A.[Ankush], Zisserman, A.[Andrew],
Helping Hands: An Object-Aware Ego-Centric Video Recognition Model,
ICCV23(13855-13866)
IEEE DOI 2401
BibRef

Apicella, T.[Tommaso], Xompero, A.[Alessio], Ragusa, E.[Edoardo], Berta, R.[Riccardo], Cavallaro, A.[Andrea], Gastaldo, P.[Paolo],
Affordance segmentation of hand-occluded containers from exocentric images,
ACVR23(1890-1899)
IEEE DOI 2401
BibRef

Khirodkar, R.[Rawal], Bansal, A.[Aayush], Ma, L.[Lingni], Newcombe, R.[Richard], Vo, M.[Minh], Kitani, K.[Kris],
EgoHumans: An Egocentric 3D Multi-Human Benchmark,
ICCV23(19750-19762)
IEEE DOI 2401
BibRef

Wang, Q.T.[Qi-Tong], Zhao, L.[Long], Yuan, L.Z.[Liang-Zhe], Liu, T.[Ting], Peng, X.[Xi],
Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition,
ICCV23(3284-3294)
IEEE DOI Code:
WWW Link. 2401
BibRef

Radevski, G.[Gorjan], Grujicic, D.[Dusan], Blaschko, M.[Matthew], Moens, M.F.[Marie-Francine], Tuytelaars, T.[Tinne],
Multimodal Distillation for Egocentric Action Recognition,
ICCV23(5190-5201)
IEEE DOI Code:
WWW Link. 2401
BibRef

Mur-Labadia, L.[Lorenzo], Guerrero, J.J.[Jose J.], Martinez-Cantin, R.[Ruben],
Multi-label affordance mapping from egocentric vision,
ICCV23(5215-5226)
IEEE DOI 2401
BibRef

Wang, H.Y.[Hui-Yu], Singh, M.K.[Mitesh Kumar], Torresani, L.[Lorenzo],
Ego-Only: Egocentric Action Detection without Exocentric Transferring,
ICCV23(5227-5238)
IEEE DOI 2401
BibRef

Pan, B.X.[Bo-Xiao], Shen, B.[Bokui], Rempe, D.[Davis], Paschalidou, D.[Despoina], Mo, K.[Kaichun], Yang, Y.C.[Yan-Chao], Guibas, L.J.[Leonidas J.],
COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos,
ICCV23(5239-5249)
IEEE DOI Code:
WWW Link. 2401
BibRef

Xu, Y.[Yue], Li, Y.L.[Yong-Lu], Huang, Z.[Zhemin], Liu, M.X.[Michael Xu], Lu, C.[Cewu], Tai, Y.W.[Yu-Wing], Tang, C.K.[Chi-Keung],
EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding,
ICCV23(5250-5261)
IEEE DOI Code:
WWW Link. 2401
BibRef

Pramanick, S.[Shraman], Song, Y.[Yale], Nag, S.[Sayan], Lin, K.Q.[Kevin Qinghong], Shah, H.[Hardik], Shou, M.Z.[Mike Zheng], Chellappa, R.[Rama], Zhang, P.[Pengchuan],
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone,
ICCV23(5262-5274)
IEEE DOI Code:
WWW Link. 2401
BibRef

Hazra, R.[Rishi], Chen, B.[Brian], Rai, A.[Akshara], Kamra, N.[Nitin], Desai, R.[Ruta],
EgoTV: Egocentric Task Verification from Natural Language Task Descriptions,
ICCV23(15371-15383)
IEEE DOI 2401
BibRef

Zhu, C.C.[Chen-Chen], Xiao, F.[Fanyi], Alvarado, A.[Andrés], Babaei, Y.[Yasmine], Hu, J.[Jiabo], El-Mohri, H.[Hichem], Culatana, S.C.[Sean Chang], Sumbaly, R.[Roshan], Yan, Z.C.[Zhi-Cheng],
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding,
ICCV23(20053-20063)
IEEE DOI Code:
WWW Link. 2401
BibRef

Wang, X.[Xin], Kwon, T.[Taein], Rad, M.[Mahdi], Pan, B.[Bowen], Chakraborty, I.[Ishani], Andrist, S.[Sean], Bohus, D.[Dan], Feniello, A.[Ashley], Tekin, B.[Bugra], Frujeri, F.V.[Felipe Vieira], Joshi, N.[Neel], Pollefeys, M.[Marc],
HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World,
ICCV23(20213-20224)
IEEE DOI Code:
WWW Link. 2401
BibRef

Pan, X.Q.[Xia-Qing], Charron, N.[Nicholas], Yang, Y.Q.[Yong-Qian], Peters, S.[Scott], Whelan, T.[Thomas], Kong, C.[Chen], Parkhi, O.[Omkar], Newcombe, R.[Richard], Ren, Y.H.C.[Yu-Heng Carl],
Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception,
ICCV23(20076-20086)
IEEE DOI 2401
BibRef

Akiva, P.[Peri], Huang, J.[Jing], Liang, K.J.[Kevin J], Kovvuri, R.[Rama], Chen, X.Y.[Xing-Yu], Feiszli, M.[Matt], Dana, K.[Kristin], Hassner, T.[Tal],
Self-Supervised Object Detection from Egocentric Videos,
ICCV23(5202-5214)
IEEE DOI 2401
BibRef

Scavo, R.[Rosario], Ragusa, F.[Francesco], Farinella, G.M.[Giovanni Maria], Furnari, A.[Antonino],
Quasi-Online Detection of Take and Release Actions from Egocentric Videos,
CIAP23(II:13-24).
Springer DOI Code:
WWW Link. 2312
BibRef

Mucha, W.[Wiktor], Kampel, M.[Martin],
Hands, Objects, Action! Egocentric 2d Hand-based Action Recognition,
CVS23(31-40).
Springer DOI 2312
BibRef

Thakur, S.[Sanket], Beyan, C.[Cigdem], Morerio, P.[Pietro], Murino, V.[Vittorio], Bue, A.D.[Alessio Del],
Enhancing Next Active Object-Based Egocentric Action Anticipation with Guided Attention,
ICIP23(1450-1454)
IEEE DOI 2312
BibRef

Ci, Y.Z.[Yuan-Zheng], Wang, Y.Z.[Yi-Zhou], Chen, M.[Meilin], Tang, S.X.[Shi-Xiang], Bai, L.[Lei], Zhu, F.[Feng], Zhao, R.[Rui], Yu, F.W.[Feng-Wei], Qi, D.L.[Dong-Lian], Ouyang, W.L.[Wan-Li],
UniHCP: A Unified Model for Human-Centric Perceptions,
CVPR23(17840-17852)
IEEE DOI 2309
BibRef

Majumder, S.[Sagnik], Jiang, H.[Hao], Moulon, P.[Pierre], Henderson, E.[Ethan], Calamia, P.[Paul], Grauman, K.[Kristen], Ithapu, V.K.[Vamsi Krishna],
Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations,
CVPR23(10554-10564)
IEEE DOI 2309
BibRef

Tang, S.X.[Shi-Xiang], Chen, C.[Cheng], Xie, Q.S.[Qing-Song], Chen, M.[Meilin], Wang, Y.Z.[Yi-Zhou], Ci, Y.Z.[Yuan-Zheng], Bai, L.[Lei], Zhu, F.[Feng], Yang, H.Y.[Hai-Yang], Yi, L.[Li], Zhao, R.[Rui], Ouyang, W.L.[Wan-Li],
HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining,
CVPR23(21970-21982)
IEEE DOI 2309
BibRef

Ramakrishnan, S.K.[Santhosh Kumar], Al-Halah, Z.[Ziad], Grauman, K.[Kristen],
NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory,
CVPR23(6694-6703)
IEEE DOI 2309

WWW Link. BibRef

Gong, X.Y.[Xin-Yu], Mohan, S.[Sreyas], Dhingra, N.[Naina], Bazin, J.C.[Jean-Charles], Li, Y.L.[Yi-Lei], Wang, Z.Y.[Zhang-Yang], Ranjan, R.[Rakesh],
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition,
CVPR23(6481-6491)
IEEE DOI 2309
BibRef

Liu, S.M.[Shu-Ming], Zhang, C.L.[Chen-Lin], Zhao, C.[Chen], Ghanem, B.[Bernard],
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames,
CVPR24(18591-18601)
IEEE DOI Code:
WWW Link. 2410
Training, Adaptation models, Costs, Codes, Computational modeling, Memory management, Video Understanding, End-to-End Training BibRef

Ramazanova, M.[Merey], Escorcia, V.[Victor], Heilbron, F.C.[Fabian Caba], Zhao, C.[Chen], Ghanem, B.[Bernard],
OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos,
L3D-IVU23(4880-4890)
IEEE DOI 2309
BibRef

Ohkawa, T.[Takehiko], He, K.[Kun], Sener, F.[Fadime], Hodan, T.[Tomas], Tran, L.[Luan], Keskin, C.[Cem],
AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation,
CVPR23(12999-13008)
IEEE DOI 2309
BibRef

Hao, Y.Z.[Yu-Zhe], Uto, K.[Kuniaki], Kanezaki, A.[Asako], Sato, I.[Ikuro], Kawakami, R.[Rei], Shinoda, K.[Koichi],
EvIs-Kitchen: Egocentric Human Activities Recognition with Video and Inertial Sensor Data,
MMMod23(I: 373-384).
Springer DOI 2304
BibRef

Mallol-Ragolta, A.[Adria], Semertzidou, A.[Anastasia], Pateraki, M.[Maria], Schuller, B.[Björn],
harAGE: A Novel Multimodal Smartwatch-based Dataset for Human Activity Recognition,
FG21(01-07)
IEEE DOI 2303
Accelerometers, Fuses, Computational modeling, Neural networks, Network architecture, Activity recognition, Stairs BibRef

Khatri, A.[Ajeeta], Butler, Z.[Zachary], Nwogu, I.[Ifeoma],
Analyzing Interactions in Paired Egocentric Videos,
FG23(1-7)
IEEE DOI 2303
Training, Heuristic algorithms, Hidden Markov models, Oral communication, Feature extraction, Skin BibRef

Mascaró, E.V.[Esteve Valls], Ahn, H.[Hyemin], Lee, D.[Dongheui],
Intention-Conditioned Long-Term Human Egocentric Action Anticipation,
WACV23(6037-6046)
IEEE DOI 2302
Uncertainty, Multitasking, Behavioral sciences, Data mining, Task analysis, Forecasting, Robotics BibRef

Mallick, R.[Rupayan], Benois-Pineau, J.[Jenny], Zemmari, A.[Akka], Yebda, T.[Thinhinane], Pech, M.[Marion], Amieva, H.[Hélène], Middleton, L.[Laura],
Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data,
ICPR22(2778-2784)
IEEE DOI 2212
Visualization, Taxonomy, Benchmark testing, Transformers, Birds, Spatial databases BibRef

Furnari, A.[Antonino], Farinella, G.M.[Giovanni Maria],
Towards Streaming Egocentric Action Anticipation,
ICPR22(1250-1257)
IEEE DOI 2212
Analytical models, Runtime, Protocols, Computational modeling, Streaming media, Predictive models BibRef

Su, W.[Wei], Liu, Y.H.[Yue-Hu], Li, S.[Shasha], Cai, Z.[Zerun],
Proprioception-Driven Wearer Pose Estimation for Egocentric Video,
ICPR22(3728-3735)
IEEE DOI 2212
Visualization, Pose estimation, Pipelines, Reinforcement learning, Streaming media, Data processing BibRef

Akada, H.[Hiroyasu], Wang, J.[Jian], Shimada, S.[Soshi], Takahashi, M.[Masaki], Theobalt, C.[Christian], Golyanik, V.[Vladislav],
UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture,
ECCV22(VI:1-17).
Springer DOI 2211
BibRef

Wong, B.[Benita], Chen, J.[Joya], Wu, Y.[You], Lei, S.W.X.[Stan Wei-Xian], Mao, D.X.[Dong-Xing], Gao, D.F.[Di-Fei], Shou, M.Z.[Mike Zheng],
AssistQ: Affordance-Centric Question-Driven Task Completion for Egocentric Assistant,
ECCV22(XXXVI:485-501).
Springer DOI 2211
BibRef

Escorcia, V.[Victor], Guerrero, R.[Ricardo], Zhu, X.T.[Xia-Tian], Martinez, B.[Brais],
SOS! Self-supervised Learning over Sets of Handled Objects in Egocentric Action Recognition,
ECCV22(XIII:604-620).
Springer DOI 2211
BibRef

Liu, M.[Miao], Ma, L.[Lingni], Somasundaram, K.[Kiran], Li, Y.[Yin], Grauman, K.[Kristen], Rehg, J.M.[James M.], Li, C.[Chao],
Egocentric Activity Recognition and Localization on a 3D Map,
ECCV22(XIII:621-638).
Springer DOI 2211
BibRef

Bansal, S.[Siddhant], Arora, C.[Chetan], Jawahar, C.V.,
My View is the Best View: Procedure Learning from Egocentric Videos,
ECCV22(XIII:657-675).
Springer DOI 2211
BibRef

Hong, F.Z.[Fang-Zhou], Pan, L.[Liang], Cai, Z.G.[Zhon-Gang], Liu, Z.W.[Zi-Wei],
Versatile Multi-Modal Pre-Training for Human-Centric Perception,
CVPR22(16135-16145)
IEEE DOI 2210
Representation learning, Graphics, Codes, Annotations, Semantics, Estimation, Representation learning, RGBD sensors and analytics BibRef

Grauman, K.[Kristen], Westbury, A.[Andrew], Byrne, E.[Eugene], Chavis, Z.[Zachary], Furnari, A.[Antonino], Girdhar, R.[Rohit], Hamburger, J.[Jackson], Jiang, H.[Hao], Liu, M.[Miao], Liu, X.Y.[Xing-Yu], Martin, M.[Miguel], Nagarajan, T.[Tushar], Radosavovic, I.[Ilija], Ramakrishnan, S.K.[Santhosh Kumar], Ryan, F.[Fiona], Sharma, J.[Jayant], Wray, M.[Michael], Xu, M.M.[Meng-Meng], Xu, E.Z.[Eric Zhongcong], Zhao, C.[Chen], Bansal, S.[Siddhant], Batra, D.[Dhruv], Cartillier, V.[Vincent], Crane, S.[Sean], Do, T.[Tien], Doulaty, M.[Morrie], Erapalli, A.[Akshay], Feichtenhofer, C.[Christoph], Fragomeni, A.[Adriano], Fu, Q.[Qichen], Gebreselasie, A.[Abrham], González, C.[Cristina], Hillis, J.[James], Huang, X.[Xuhua], Huang, Y.F.[Yi-Fei], Jia, W.Q.[Wen-Qi], Khoo, W.[Weslie], Kolái, J.[Jáchym], Kottur, S.[Satwik], Kumar, A.[Anurag], Landini, F.[Federico], Li, C.[Chao], Li, Y.H.[Yang-Hao], Li, Z.Q.[Zhen-Qiang], Mangalam, K.[Karttikeya], Modhugu, R.[Raghava], Munro, J.[Jonathan], Murrell, T.[Tullie], Nishiyasu, T.[Takumi], Price, W.[Will], Puentes, P.R.[Paola Ruiz], Ramazanova, M.[Merey], Sari, L.[Leda], Somasundaram, K.[Kiran], Southerland, A.[Audrey], Sugano, Y.[Yusuke], Tao, R.[Ruijie], Vo, M.[Minh], Wang, Y.C.[Yu-Chen], Wu, X.[Xindi], Yagi, T.[Takuma], Zhao, Z.W.[Zi-Wei], Zhu, Y.[Yunyi], Arbeláez, P.[Pablo], Crandall, D.[David], Damen, D.[Dima], Farinella, G.M.[Giovanni Maria], Fuegen, C.[Christian], Ghanem, B.[Bernard], Ithapu, V.K.[Vamsi Krishna], Jawahar, C.V., Joo, H.[Hanbyul], Kitani, K.[Kris], Li, H.Z.[Hai-Zhou], Newcombe, R.[Richard], Oliva, A.[Aude], Park, H.S.[Hyun Soo], Rehg, J.M.[James M.], Sato, Y.[Yoichi], Shi, J.B.[Jian-Bo], Shou, M.Z.[Mike Zheng], Torralba, A.[Antonio], Torresani, L.[Lorenzo], Yan, M.[Mingfei], Malik, J.[Jitendra],
Ego4D: Around the World in 3,000 Hours of Egocentric Video,
CVPR22(18973-18990)
IEEE DOI 2210
Visualization, Technological innovation, Privacy, Benchmark testing, Cameras, Solids, Datasets and evaluation, Video analysis and understanding BibRef

Plizzari, C.[Chiara], Planamente, M.[Mirco], Goletto, G.[Gabriele], Cannici, M.[Marco], Gusso, E.[Emanuele], Matteucci, M.[Matteo], Caputo, B.[Barbara],
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition,
CVPR22(19903-19915)
IEEE DOI 2210
Image motion analysis, Wearable computers, Memory management, Vision sensors, Cameras, Robustness, Action and event recognition, Datasets and evaluation BibRef

Li, Y.M.[Yi-Ming], Cao, Z.[Ziang], Liang, A.[Andrew], Liang, B.[Benjamin], Chen, L.[Luoyao], Zhao, H.[Hang], Feng, C.[Chen],
Egocentric Prediction of Action Target in 3D,
CVPR22(20971-20980)
IEEE DOI 2210
Measurement, Recurrent neural networks, Machine learning algorithms, Annotations, Wearable computers, Vision applications and systems BibRef

Liu, T.S.[Tian-Shan], Lam, K.M.[Kin-Man],
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-shot Representation Forecasting,
CVPR22(13894-13903)
IEEE DOI 2210
Training, Semantics, Prototypes, Predictive models, Object recognition, Behavior analysis BibRef

Do, T.[Tien], Vuong, K.[Khiem], Park, H.S.[Hyun Soo],
Egocentric Scene Understanding via Multimodal Spatial Rectifier,
CVPR22(2822-2831)
IEEE DOI 2210
Geometry, Visualization, Head, Rectifiers, Estimation, Predictive models, Scene analysis and understanding, 3D from single images BibRef

Cazenavette, G.[George], Wang, T.Z.[Tong-Zhou], Torralba, A.[Antonio], Efros, A.A.[Alexei A.], Zhu, J.Y.[Jun-Yan],
Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation,
CVFAD22(2277-2281)
IEEE DOI 2210
Printing, Wearable computers, Clothing, Training data BibRef

Plananamente, M.[Mirco], Plizzari, C.[Chiara], Caputo, B.[Barbara],
Test-Time Adaptation for Egocentric Action Recognition,
CIAP22(III:206-218).
Springer DOI 2205
BibRef

Moreno-Rodríguez, F.J.[Francisco J.], Traver, V.J.[V. Javier], Barranco, F.[Francisco], Dimiccoli, M.[Mariella], Pla, F.[Filiberto],
Visual Event-Based Egocentric Human Action Recognition,
IbPRIA22(402-414).
Springer DOI 2205
BibRef

Wang, X.H.[Xiao-Han], Zhu, L.C.[Lin-Chao], Wang, H.[Heng], Yang, Y.[Yi],
Interactive Prototype Learning for Egocentric Action Recognition,
ICCV21(8148-8157)
IEEE DOI 2203
Representation learning, Costs, Annotations, Affordances, Prototypes, Video analysis and understanding, Action and behavior recognition BibRef

Dittadi, A.[Andrea], Dziadzio, S.[Sebastian], Cosker, D.[Darren], Lundell, B.[Ben], Cashman, T.[Tom], Shotton, J.[Jamie],
Full-Body Motion from a Single Head-Mounted Device: Generating SMPL Poses from Partial Observations,
ICCV21(11667-11677)
IEEE DOI 2203
Legged locomotion, Wearable computers, Impedance matching, Training data, Resists, Life estimation, Predictive models, Motion and tracking BibRef

Wang, J.[Jian], Liu, L.J.[Ling-Jie], Xu, W.P.[Wei-Peng], Sarkar, K.[Kripasindhu], Theobalt, C.[Christian],
Estimating Egocentric 3D Human Pose in Global Space,
ICCV21(11480-11489)
IEEE DOI 2203
Heating systems, Uncertainty, Pose estimation, Cameras, Sensors, Gestures and body pose, BibRef

Jiang, H.[Hao], Ithapu, V.K.[Vamsi Krishna],
Egocentric Pose Estimation from Human Vision Span,
ICCV21(10986-10994)
IEEE DOI 2203
Deep learning, Head, Simultaneous localization and mapping, Shape, Wearable computers, Streaming media, Gestures and body pose, Vision applications and systems BibRef

Planamente, M.[Mirco], Plizzari, C.[Chiara], Alberti, E.[Emanuele], Caputo, B.[Barbara],
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition,
WACV22(163-174)
IEEE DOI 2202
Training, Visualization, Measurement units, Limiting, Activity recognition, Cameras, Action and Behavior Recognition BibRef

Osman, N.[Nada], Camporese, G.[Guglielmo], Coscia, P.[Pasquale], Ballan, L.[Lamberto],
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos,
EPIC21(3430-3438)
IEEE DOI 2112
Measurement, Fuses, Computational modeling, Feature extraction, Data mining BibRef

Wen, Y.M.[Yang-Ming], Singh, K.K.[Krishna Kumar], Anderson, M.[Markham], Jan, W.P.[Wei-Pang], Lee, Y.J.[Yong Jae],
Seeing the Unseen: Predicting the First-Person Camera Wearer's Location and Pose in Third-Person Scenes,
EPIC21(3439-3448)
IEEE DOI 2112
Network architecture, Cameras, Task analysis BibRef

Li, Y.H.[Yang-Hao], Nagarajan, T.[Tushar], Xiong, B.[Bo], Grauman, K.[Kristen],
Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos,
CVPR21(6939-6949)
IEEE DOI 2111
Training, Visualization, Computational modeling, Pipelines, Activity recognition, Data models BibRef

Guzov, V.[Vladimir], Mir, A.[Aymen], Sattler, T.[Torsten], Pons-Moll, G.[Gerard],
Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors,
CVPR21(4316-4327)
IEEE DOI 2111
Visualization, Navigation, Pose estimation, Cameras, Sensor systems BibRef

Zatsarynna, O.[Olga], Gall, J.[Juergen],
Action Anticipation with Goal Consistency,
ICIP23(1630-1634)
IEEE DOI Code:
WWW Link. 2312
BibRef

Zatsarynna, O.[Olga], Farha, Y.A.[Yazan Abu], Gall, J.[Juergen],
Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos,
Precognition21(2249-2258)
IEEE DOI 2109
Autonomous automobiles, Reliability, Intelligent agents BibRef

Min, K.[Kyle], Corso, J.J.[Jason J.],
Integrating Human Gaze into Attention for Egocentric Activity Recognition,
WACV21(1068-1077)
IEEE DOI 2106
Training, Visualization, Uncertainty, Activity recognition, Probabilistic logic, Spatiotemporal phenomena BibRef

Zhang, L.M.[Li-Ming], Zhang, W.B.[Wen-Bin], Japkowicz, N.[Nathalie],
Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables,
ICPR21(5889-5896)
IEEE DOI 2105
Legged locomotion, Deep learning, Support vector machines, Wearable computers, Time series analysis, Gesture recognition, Activity recognition BibRef

Kao, P.Y.[Peng Yua], Lei, Y.J.[Yan-Jing], Chang, C.H.[Chia-Hao], Chen, C.S.[Chu-Song], Lee, M.S.[Ming-Sui], Hung, Y.P.[Yi-Ping],
Activity Recognition Using First-Person-View Cameras Based on Sparse Optical Flows,
ICPR21(81-86)
IEEE DOI 2105
Activity recognition, Cameras, Convolutional neural networks, Optical flow, Videos, Sports BibRef

Planamente, M.[Mirco], Bottino, A.[Andrea], Caputo, B.[Barbara],
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition,
ICPR21(8751-8758)
IEEE DOI 2105
Image segmentation, Motion segmentation, Focusing, Streaming media, Feature extraction, Planning, Self-supervised Learning BibRef

Sharghi, A.[Aidean], da Vitoria Lobo, N.[Niels], Shah, M.[Mubarak],
Text Synopsis Generation for Egocentric Videos,
ICPR21(4252-4259)
IEEE DOI 2105
Measurement, Visualization, Databases, Cameras, Natural language processing, Object recognition BibRef

Matei, O.[Oliviu], Erdei, R.[Rudolf], Moga, A.[Alexandru], Heb, R.[Robert],
A Serverless Architecture for a Wearable Face Recognition Application,
RISS20(642-655).
Springer DOI 2103
BibRef

Ide, Y.[Yuta], Araki, T.[Tsuyohito], Hamada, R.[Ryunosuke], Ohno, K.[Kazunori], Yanai, K.[Keiji],
Rescue Dog Action Recognition by Integrating Ego-centric Video, Sound and Sensor Information,
EgoApp20(321-333).
Springer DOI 2103
BibRef

Suveges, T.[Tamas], McKenna, S.[Stephen],
Cam-softmax for discriminative deep feature learning,
ICPR21(5996-6002)
IEEE DOI 2105
Training, Deep learning, Face recognition, Training data, Robustness, Labeling, Convolutional neural networks BibRef

Suveges, T.[Tamas], McKenna, S.[Stephen],
Egomap: Hierarchical First-person Semantic Mapping,
EgoApp20(348-363).
Springer DOI 2103
BibRef

Thapar, D.[Daksh], Arora, C.[Chetan], Nigam, A.[Aditya],
Is Sharing of Egocentric Video Giving Away Your Biometric Signature?,
ECCV20(XVII:399-416).
Springer DOI 2011
BibRef

Bhandari, K., DeLaGarza, M.A., Zong, Z., Latapie, H., Yan, Y.,
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset,
ICIP20(266-270)
IEEE DOI 2011
Convolution, Activity recognition, Cameras, Kinetic theory, Optical distortion, Two-stream Network BibRef

Makansi, O., Çiçek, Ö., Buchicchio, K., Brox, T.,
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior,
CVPR20(4353-4362)
IEEE DOI 2008
Semantics, Task analysis, Automobiles, Trajectory, Sensors, Heating systems BibRef

Nagarajan, T.[Tushar], Li, Y.H.[Yang-Hao], Feichtenhofer, C.[Christoph], Grauman, K.[Kristen],
Ego-Topo: Environment Affordances From Egocentric Video,
CVPR20(160-169)
IEEE DOI 2008
Visualization, Cameras, Simultaneous localization and mapping, Task analysis, Animals BibRef

Ng, E., Xiang, D., Joo, H., Grauman, K.,
You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions,
CVPR20(9887-9897)
IEEE DOI 2008
Cameras, Feature extraction, Robot vision systems, Pose estimation, Visualization, Predictive models BibRef

Kazakos, E., Nagrani, A., Zisserman, A., Damen, D.,
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition,
ICCV19(5491-5500)
IEEE DOI 2004
image fusion, image representation, object recognition, pose estimation, egocentric action recognition BibRef

Rotondo, T.[Tiziana], Farinella, G.M.[Giovanni Maria], Giacalone, D.[Davide], Strano, S.M.[Sebastiano Mauro], Tomaselli, V.[Valeria], Battiato, S.[Sebastiano],
Anticipating Activity from Multimodal Signals,
ICPR21(4680-4687)
IEEE DOI 2105
Deep learning, Benchmark testing, Angular velocity, Magnetic fields, Acceleration, Task analysis BibRef

Furnari, A., Farinella, G.M.[Giovanni Maria],
What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention,
ICCV19(6251-6260)
IEEE DOI 2004
Code, Egocentric Actions.
WWW Link. cameras, feature extraction, image classification, image colour analysis, image motion analysis, Computational modeling BibRef

Tome, D., Peluse, P., Agapito, L., Badino, H.,
xR-EgoPose: Egocentric 3D Human Pose From an HMD Camera,
ICCV19(7727-7737)
IEEE DOI 2004
cameras, helmet mounted displays, image capture, image motion analysis, image sensors, pose estimation, Uncertainty BibRef

Jang, Y., Sullivan, B., Ludwig, C., Gilchrist, I., Damen, D., Mayol-Cuevas, W.,
EPIC-Tent: An Egocentric Video Dataset for Camping Tent Assembly,
EPIC19(4461-4469)
IEEE DOI 2004
cameras, image motion analysis, video signal processing, egocentric video dataset, tent assembly, outdoor video dataset, action detection BibRef

Cartas, A., Luque, J., Radeva, P., Segura, C., Dimiccoli, M.,
Seeing and Hearing Egocentric Actions: How Much Can We Learn?,
EPIC19(4470-4480)
IEEE DOI 2004
audio-visual systems, human computer interaction, pattern classification, human-to-object interactions, audio classification BibRef

Nakazawa, A., Honda, M.,
First-Person Camera System to Evaluate Tender Dementia-Care Skill,
EPIC19(4435-4442)
IEEE DOI 2004
biomedical education, computer aided instruction, convolutional neural nets, educational aids, face recognition, humanitude BibRef

Jiang, H.Y.[Hai-Yu], Song, Y.[Yan], He, J.[Jiang], Shu, X.B.[Xiang-Bo],
Cross Fusion for Egocentric Interactive Action Recognition,
MMMod20(I:714-726).
Springer DOI 2003
BibRef

Sudhakaran, S.[Swathikiran], Escalera, S.[Sergio], Lanz, O.[Oswald],
LSTA: Long Short-Term Attention for Egocentric Action Recognition,
CVPR19(9946-9955).
IEEE DOI 2002
BibRef

Chen, L., Nakamura, Y., Kondo, K., Damen, D., Mayol-Cuevas, W.W.,
Hotspots Integrating of Expert and Beginner Experiences of Machine Operations through Egocentric Vision,
MVA19(1-6)
DOI Link 1911
human computer interaction, mechanical engineering computing, sewing machines, experts egocentric vision records BibRef

Sanchez-Matilla, R., Cavallaro, A.,
A Predictor of Moving Objects for First-Person Vision,
ICIP19(2189-2193)
IEEE DOI 1910
Motion model, Prediction model, Moving cameras, First-person vision BibRef

Lu, Y., Li, Y., Velipasalar, S.,
Efficient Human Activity Classification from Egocentric Videos Incorporating Actor-Critic Reinforcement Learning,
ICIP19(564-568)
IEEE DOI 1910
activity classification, reinforcement learning, actor critic BibRef

Furnari, A., Farinella, G.M.,
Egocentric Action Anticipation by Disentangling Encoding and Inference,
ICIP19(3357-3361)
IEEE DOI 1910
EPIC-KITCHENS, First Person Vision, Egocentric Vision, Action Anticipation, LSTM BibRef

Nigam, J.[Jyoti], Rameshan, R.M.[Renu M.],
TRINet: Tracking and Re-identification Network for Multiple Targets in Egocentric Videos Using LSTMs,
CAIP19(II:438-448).
Springer DOI 1909
BibRef

Furnari, A.[Antonino], Battiato, S.[Sebastiano], Farinella, G.M.[Giovanni Maria],
Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation,
Egocentric18(V:389-405).
Springer DOI 1905
BibRef

Patra, S., Gupta, K., Ahmad, F., Arora, C., Banerjee, S.,
EGO-SLAM: A Robust Monocular SLAM for Egocentric Videos,
WACV19(31-40)
IEEE DOI 1904
pose estimation, robot vision, SLAM (robots), video signal processing, EGO-SLAM, robust monocular SLAM, Tracking BibRef

Henriques, J.F.[Joao F.], Vedaldi, A.[Andrea],
MapNet: An Allocentric Spatial Memory for Mapping Environments,
CVPR18(8476-8484)
IEEE DOI 1812
Simultaneous localization and mapping, Cameras, Navigation, Streaming media, Task analysis, Geometry BibRef

Sigurdsson, G.A.[Gunnar A.], Gupta, A.[Abhinav], Schmid, C.[Cordelia], Farhadi, A.[Ali], Alahari, K.[Karteek],
Actor and Observer: Joint Modeling of First and Third-Person Videos,
CVPR18(7396-7404)
IEEE DOI 1812
Videos, Cameras, Portable computers, Data models, Task analysis, Computational modeling BibRef

Possas, R., Caceres, S.P., Ramos, F.,
Egocentric Activity Recognition on a Budget,
CVPR18(5967-5976)
IEEE DOI 1812
Activity recognition, Ear, Videos, Cameras, Task analysis, Optical imaging BibRef

Chuang, C.Y.[Ching-Yao], Li, J.M.[Jia-Man], Torralba, A.B.[Antonio B.], Fidler, S.[Sanja],
Learning to Act Properly: Predicting and Explaining Affordances from Images,
CVPR18(975-983)
IEEE DOI 1812
Cognition, Visualization, Neural networks, Knowledge based systems, Task analysis, Data collection, Robots BibRef

Spera, E., Furnari, A., Battiato, S., Farinella, G.M.,
Egocentric Shopping Cart Localization,
ICPR18(2277-2282)
IEEE DOI 1812
image retrieval, learning (artificial intelligence), object detection, regression analysis, Solid modeling BibRef

Shen, Y.[Yang], Ni, B.B.[Bing-Bing], Li, Z.[Zefan], Zhuang, N.[Ning],
Egocentric Activity Prediction via Event Modulated Attention,
ECCV18(II: 202-217).
Springer DOI 1810
BibRef

Ho, H.I.[Hsuan-I], Chiu, W.C.[Wei-Chen], Wang, Y.C.A.F.[Yu-Chi-Ang Frank],
Summarizing First-Person Videos from Third Persons' Points of Views,
ECCV18(XV: 72-89).
Springer DOI 1810
BibRef

Verma, S., Nagar, P., Gupta, D., Arora, C.,
Making Third Person Techniques Recognize First-Person Actions in Egocentric Videos,
ICIP18(2301-2305)
IEEE DOI 1809
Videos, Cameras, Streaming media, Optical imaging, Training, Head, Adaptation models, Egocentric Videos, Deep Learning BibRef

Nguyen, T.H.C.[Thi-Hoa-Cuc], Nebel, J.C.[Jean-Christophe], Florez-Revuelta, F.[Francisco],
Recognition of Activities of Daily Living from Egocentric Videos Using Hands Detected by a Deep Convolutional Network,
ICIAR18(390-398).
Springer DOI 1807
BibRef

Aghaei, M.[Maedeh], Dimiccoli, M.[Mariella], Radeva, P.I.[Petia I.],
Multi-face tracking by extended bag-of-tracklets in egocentric photo-streams,
CVIU(149), No. 1, 2016, pp. 146-156.
Elsevier DOI 1606
Egocentric vision BibRef

Aghaei, M.[Maedeh], Dimiccoli, M.[Mariella], Ferrer, C.C.[Cristian Canton], Radeva, P.[Petia],
Towards social pattern characterization in egocentric photo-streams,
CVIU(171), 2018, pp. 104-117.
Elsevier DOI 1812
BibRef
Earlier: A1, A2, A4, Only:
All the people around me: Face discovery in egocentric photo-streams,
ICIP17(1342-1346)
IEEE DOI 1803
Social pattern characterization, Social signal extraction, Lifelogging, Convolutional and recurrent neural networks. Cameras, Detectors, Face, Prototypes, Task analysis, Tracking, bag-of-tracklets, deep-matching, face discovery BibRef

Tang, Y., Tian, Y., Lu, J., Feng, J., Zhou, J.,
Action recognition in RGB-D egocentric videos,
ICIP17(3410-3414)
IEEE DOI 1803
Cameras, Optical imaging, Optical sensors, Streaming media, Training, Videos, Action recognition, egocentric videos BibRef

Ma, K.T., Li, L., Dai, P., Lim, J.H., Shen, C., Zhao, Q.,
Multi-layer linear model for top-down modulation of visual attention in natural egocentric vision,
ICIP17(3470-3474)
IEEE DOI 1803
Adaptation models, Computational modeling, History, Machine vision, Task analysis, Training, Visualization, ego-centric, real-world, visual attention BibRef

Wang, L.[Lin], Song, Y.[Yan], Yan, R.[Rui], Shu, X.B.[Xiang-Bo],
Spatiotemporal Perturbation Based Dynamic Consistency for Semi-Supervised Temporal Action Detection,
MMMod22(I:178-190).
Springer DOI 2203
BibRef

Fa, L.L.[Ling-Ling], Song, Y.[Yan], Shu, X.B.[Xiang-Bo],
Global and Local C3D Ensemble System for First Person Interactive Action Recognition,
MMMod18(II:153-164).
Springer DOI 1802
BibRef

Liu, Y., Wei, P., Zhu, S.C.,
Jointly Recognizing Object Fluents and Tasks in Egocentric Videos,
ICCV17(2943-2951)
IEEE DOI 1802
image motion analysis, image sequences, object recognition, video signal processing, beam search algorithm, Videos BibRef

Yu, C., Bambach, S., Zhang, Z., Crandall, D.J.,
Exploring Inter-Observer Differences in First-Person Object Views Using Deep Learning Models,
CogCV17(2773-2782)
IEEE DOI 1802
Cameras, Data models, Toy manufacturing industry, Training, Videos, Visualization BibRef

Abebe, G., Cavallaro, A.,
A Long Short-Term Memory Convolutional Neural Network for First-Person Vision Activity Recognition,
ACVR17(1339-1346)
IEEE DOI 1802
Activity recognition, Convolutional codes, Encoding, Feature extraction, Manganese, Spectrogram BibRef

Furnari, A., Battiato, S., Farinella, G.M.,
How Shall We Evaluate Egocentric Action Recognition?,
Egocentric17(2373-2382)
IEEE DOI 1802
Current measurement, Prediction algorithms, Supervised learning, Videos BibRef

Huang, Y., Cai, M., Kera, H., Yonetani, R., Higuchi, K., Sato, Y.,
Temporal Localization and Spatial Segmentation of Joint Attention in Multiple First-Person Videos,
Egocentric17(2313-2321)
IEEE DOI 1802
Cameras, Data models, Noise measurement, Proposals, Spatiotemporal phenomena, Videos, Visualization BibRef

Penna, A., Mohammadi, S., Jojic, N., Murino, V.,
Summarization and Classification of Wearable Camera Streams by Learning the Distributions over Deep Features of Out-of-Sample Image Sequences,
ICCV17(4336-4344)
IEEE DOI 1802
Markov processes, feature extraction, feedforward neural nets, image classification, image sequences, Visualization BibRef

Battiato, S.[Sebastiano], Farinella, G.M.[Giovanni Maria], Napoli, C.[Christian], Nicotra, G.[Gabriele], Riccobene, S.[Salvatore],
Recognizing Context for Privacy Preserving of First Person Vision Image Sequences,
CIAP17(II:580-590).
Springer DOI 1711
BibRef

Zaki, H.F.M., Shafait, F., Mian, A.,
Modeling Sub-Event Dynamics in First-Person Action Recognition,
CVPR17(1619-1628)
IEEE DOI 1711
Cameras, Dynamics, Feature extraction, Neurons, Observers, Time series analysis, Videos BibRef

Nakamura, K., Yeung, S., Alahi, A., Fei-Fei, L.[Li],
Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals,
CVPR17(6817-6826)
IEEE DOI 1711
Acceleration, Accelerometers, Activity recognition, Cameras, Heart rate, Wearable, sensors BibRef

Jiang, H., Grauman, K.,
Seeing Invisible Poses: Estimating 3D Body Pose from Egocentric Video,
CVPR17(3501-3509)
IEEE DOI 1711
Biomedical monitoring, Cameras, Indexes, Legged locomotion, Pose estimation, Visualization BibRef

Lee, J.W.[Jang-Won], Ryoo, M.S.[Michael S.],
Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression,
DeepLearnRV17(472-473)
IEEE DOI 1709
Detectors, Motor drives, Robot control, Robot kinematics, Training, Videos BibRef

Nigam, J., Rameshan, R.M.,
EgoTracker: Pedestrian Tracking with Re-identification in Egocentric Videos,
Odometry17(980-987)
IEEE DOI 1709
Cameras, Optical devices, Optical imaging, Support vector machines, Target tracking, Videos BibRef

Jain, S.[Samriddhi], Rameshan, R.M.[Renu M.], Nigam, A.[Aditya],
Object Triggered Egocentric Video Summarization,
CAIP17(II: 428-439).
Springer DOI 1708
BibRef

Chen, L.F.[Long-Fei], Kondo, K.[Kazuaki], Nakamura, Y.[Yuichi], Damen, D.[Dima], Mayol-Cuevas, W.W.[Walterio W.],
Hotspots detection for machine operation in egocentric vision,
MVA17(223-226)
DOI Link 1708
Cameras, Feature extraction, Magnetic heads, Manuals, Organizations, Shape, Visualization. Where people touch the machines - buttons, etc. BibRef

Shi, J.,
Connecting the dots: Embodied visual perception from first-person cameras,
MVA17(231-233)
DOI Link 1708
Cameras, Gravity, Semantics, Trajectory, Visualization BibRef

Li, Y.[Yin], Ye, Z.[Zhefan], Rehg, J.M.[James M.],
Delving into egocentric actions,
CVPR15(287-295)
IEEE DOI 1510
BibRef

Cartas, A.[Alejandro], Talavera, E.[Estefania], Radeva, P.[Petia], Dimiccoli, M.[Mariella],
Understanding Event Boundaries for Egocentric Activity Recognition from Photo-streams,
EgoApp20(334-347).
Springer DOI 2103
BibRef
Earlier: A1, A4, A3, Only:
Batch-Based Activity Recognition from Egocentric Photo-Streams,
Egocentric17(2347-2354)
IEEE DOI 1802
Activity recognition, Cameras, Legged locomotion, Streaming media, Training BibRef

Cartas, A.[Alejandro], Marín, J.[Juan], Radeva, P.[Petia], Dimiccoli, M.[Mariella],
Recognizing Activities of Daily Living from Egocentric Images,
IbPRIA17(87-95).
Springer DOI 1706
BibRef

Bokhari, S.Z.[Syed Zahir], Kitani, K.M.[Kris M.],
Long-Term Activity Forecasting Using First-Person Vision,
ACCV16(V: 346-360).
Springer DOI 1704
BibRef

Duane, A.[Aaron], Zhou, J.[Jiang], Little, S.[Suzanne], Gurrin, C.[Cathal], Smeaton, A.F.[Alan F.],
An Annotation System for Egocentric Image Media,
MMMod17(II: 442-445).
Springer DOI 1701
BibRef

Mathews, S.M.[Sherin M.], Kambhamettu, C.[Chandra], Barner, K.E.[Kenneth E.],
Maximum Correntropy Based Dictionary Learning Framework for Physical Activity Recognition Using Wearable Sensors,
ISVC16(II: 123-132).
Springer DOI 1701
BibRef

Zhou, Y.[Yang], Ni, B.B.[Bing-Bing], Hong, R.C.[Ri-Chang], Yang, X.K.[Xiao-Kang], Tian, Q.[Qi],
Cascaded Interactional Targeting Network for Egocentric Video Analysis,
CVPR16(1904-1913)
IEEE DOI 1612
BibRef

Zhou, Y.[Yang], Ni, B.B.[Bing-Bing], Hong, R.C.[Ri-Chang], Wang, M.[Meng], Tian, Q.[Qi],
Interaction part mining: A mid-level approach for fine-grained action recognition,
CVPR15(3323-3331)
IEEE DOI 1510
BibRef

Wray, M.[Michael], Moltisanti, D.[Davide], Mayol-Cuevas, W.W.[Walterio W.], Damen, D.[Dima],
SEMBED: Semantic Embedding of Egocentric Action Videos,
Egocentric16(I: 532-545).
Springer DOI 1611
BibRef

Al Safadi, E., Mohammad, F., Iyer, D., Smiley, B.J., Jain, N.K.,
Generalized activity recognition using accelerometer in wearable devices for IoT applications,
AVSS16(73-79)
IEEE DOI 1611
Accelerometers BibRef

Singh, K.K., Fatahalian, K., Efros, A.A.,
KrishnaCam: Using a longitudinal, single-person, egocentric dataset for scene understanding tasks,
WACV16(1-9)
IEEE DOI 1606
Cameras BibRef

Lin, Y.W.[Yue-Wei], Abdelfatah, K.[Kareem], Zhou, Y.J.[You-Jie], Fan, X.C.[Xiao-Chuan], Yu, H.K.[Hong-Kai], Qian, H.[Hui], Wang, S.[Song],
Co-Interest Person Detection from Multiple Wearable Camera Videos,
ICCV15(4426-4434)
IEEE DOI 1602
BibRef

Xiong, B., Kim, G., Sigal, L.,
Storyline Representation of Egocentric Videos with an Applications to Story-Based Search,
ICCV15(4525-4533)
IEEE DOI 1602
Search problems; Semantics; TV; Training; Videos; Visualization; YouTube BibRef

Zhou, Y., Berg, T.L.,
Temporal Perception and Prediction in Ego-Centric Video,
ICCV15(4498-4506)
IEEE DOI 1602
Computational modeling BibRef

Grauman, K.[Kristen],
Action and Attention in First-person Vision,
BMVC15(xx-yy).
DOI Link 1601
BibRef

Misawa, H.[Hiroki], Obara, T.[Takashi], Iyatomi, H.[Hitoshi],
Automated Habit Detection System: A Feasibility Study,
ISVC15(II: 16-23).
Springer DOI 1601
BibRef

Betancourt, A.[Alejandro], Morerio, P.[Pietro], Marcenaro, L.[Lucio], Rauterberg, M.[Matthias], Regazzoni, C.S.[Carlo S.],
Filtering SVM frame-by-frame binary classification in a detection framework,
ICIP15(2552-2556)
IEEE DOI 1512
Bayesian Filtering. to deal with image changes. BibRef

Vaca-Castano, G.[Gonzalo], Das, S.[Samarjit], Sousa, J.P.[Joao P.],
Improving egocentric vision of daily activities,
ICIP15(2562-2566)
IEEE DOI 1512
Activities of Daily Living BibRef

Debarba, H.G., Molla, E., Herbelin, B., Boulic, R.,
Characterizing embodied interaction in First and Third Person Perspective viewpoints,
3DUI15(67-72)
IEEE DOI 1511
human computer interaction BibRef

Ryoo, M.S., Rothrock, B.[Brandon], Matthies, L.H.[Larry H.],
Pooled motion features for first-person videos,
CVPR15(896-904)
IEEE DOI 1510
BibRef

Poleg, Y.[Yair], Ephrat, A., Peleg, S.[Shmuel], Arora, C.[Chetan],
Compact CNN for indexing egocentric videos,
WACV16(1-9)
IEEE DOI 1606
Cameras BibRef

Poleg, Y.[Yair], Halperin, T.[Tavi], Arora, C.[Chetan], Peleg, S.[Shmuel],
EgoSampling: Fast-forward and stereo for egocentric videos,
CVPR15(4768-4776)
IEEE DOI 1510
BibRef

Rogez, G.[Gregory], Supancic, J.S.[James S.], Ramanan, D.[Deva],
First-person pose recognition using egocentric workspaces,
CVPR15(4325-4333)
IEEE DOI 1510
BibRef

Bolaños, M.[Marc], Garolera, M.[Maite], Radeva, P.[Petia],
Object Discovery Using CNN Features in Egocentric Videos,
IbPRIA15(67-74).
Springer DOI 1506
BibRef

Oliveira-Barra, G.[Gabriel], Dimiccoli, M.[Mariella], Radeva, P.[Petia],
Leveraging Activity Indexing for Egocentric Image Retrieval,
IbPRIA17(295-303).
Springer DOI 1706
BibRef

Talavera, E.[Estefania], Dimiccoli, M.[Mariella], Bolaños, M.[Marc], Aghaei, M.[Maedeh], Radeva, P.[Petia],
R-Clustering for Egocentric Video Segmentation,
IbPRIA15(327-336).
Springer DOI 1506
BibRef

Soran, B.[Bilge], Farhadi, A.[Ali], Shapiro, L.G.[Linda G.],
Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!,
ICCV15(4669-4677)
IEEE DOI 1602
BibRef
Earlier:
Action Recognition in the Presence of One Egocentric and Multiple Static Cameras,
ACCV14(V: 178-193).
Springer DOI 1504
Cameras BibRef

Song, S.[Sibo], Chandrasekhar, V.[Vijay], Mandal, B., Li, L.Y.[Li-Yuan], Lim, J.H.[Joo-Hwee], Babu, G.S., San, P.P., Cheung, N.M.[Ngai-Man],
Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition,
Egocentric-C16(378-385)
IEEE DOI 1612
BibRef

Rosenhahn, B.[Bodo],
Multi-sensor Acceleration-Based Action Recognition,
ICIAR14(II: 48-57).
Springer DOI 1410
BibRef

Song, S.[Sibo], Chandrasekhar, V.[Vijay], Cheung, N.M.[Ngai-Man], Narayan, S.[Sanath], Li, L.Y.[Li-Yuan], Lim, J.H.[Joo-Hwee],
Activity Recognition in Egocentric Life-Logging Videos,
IMEV14(445-458).
Springer DOI 1504
BibRef

Zheng, K.[Kang], Lin, Y.W.[Yue-Wei], Zhou, Y.J.[You-Jie], Salvi, D.[Dhaval], Fan, X.C.[Xiao-Chuan], Guo, D.Z.[Da-Zhou], Meng, Z.[Zibo], Wang, S.[Song],
Video-Based Action Detection Using Multiple Wearable Cameras,
ChaLearn14(727-741).
Springer DOI 1504
BibRef

Lin, Y.Z.[Yi-Zhou], Hua, G.[Gang], Mordohai, P.[Philippos],
Egocentric Object Recognition Leveraging the 3D Shape of the Grasping Hand,
ACVR14(746-762).
Springer DOI 1504
BibRef

Yan, Y.[Yan], Ricci, E.[Elisa], Rostamzadeh, N.[Negar], Sebe, N.[Nicu],
It's all about habits: Exploiting multi-task clustering for activities of daily living analysis,
ICIP14(1071-1075)
IEEE DOI 1502
Algorithm design and analysis BibRef

Moghimi, M.[Mohammad], Wu, W.[Wanmin], Chen, J.[Jacqueline], Godbole, S.[Suneeta], Marshall, S.[Simon], Kerr, J.[Jacqueline], Belongie, S.J.[Serge J.],
Analyzing sedentary behavior in life-logging images,
ICIP14(1011-1015)
IEEE DOI 1502
Accuracy BibRef

Zhou, J.[Jiang], Duane, A.[Aaron], Albatal, R.[Rami], Gurrin, C.[Cathal], Johansen, D.[Dag],
Wearable Cameras for Real-Time Activity Annotation,
MMMod15(II: 319-322).
Springer DOI 1501
Personal (Big) Data Modeling for Information Access & Retrieval BibRef

Wang, P.[Peng], Smeaton, A.F.[Alan F.], Gurrin, C.[Cathal],
Factorizing Time-Aware Multi-way Tensors for Enhancing Semantic Wearable Sensing,
MMMod15(I: 571-582).
Springer DOI 1501
BibRef

Frinken, V.[Volkmar], Iwakiri, Y.[Yutaro], Ishida, R.[Ryosuke], Fujisaki, K.[Kensho], Uchida, S.[Seiichi],
Improving Point of View Scene Recognition by Considering Textual Data,
ICPR14(2966-2971)
IEEE DOI 1412
Cameras BibRef

Xia, L.[Lu], Gori, I.[Ilaria], Aggarwal, J.K., Ryoo, M.S.,
Robot-centric Activity Recognition from First-Person RGB-D Videos,
WACV15(357-364)
IEEE DOI 1503
Cameras BibRef

Iwashita, Y.[Yumi], Takamine, A.[Asamichi], Kurazume, R.[Ryo], Ryoo, M.S.,
First-Person Animal Activity Recognition from Egocentric Videos,
ICPR14(4310-4315)
IEEE DOI 1412
Animals BibRef

Matsuo, K.[Kenji], Yamada, K.[Kentaro], Ueno, S.[Satoshi], Naito, S.[Sei],
An Attention-Based Activity Recognition for Egocentric Video,
Egocentric14(565-570)
IEEE DOI 1409
BibRef

Alletto, S.[Stefano], Serra, G.[Giuseppe], Calderara, S.[Simone], Cucchiara, R.[Rita],
Head Pose Estimation in First-Person Camera Views,
ICPR14(4188-4193)
IEEE DOI 1412
Cameras BibRef

Alletto, S.[Stefano], Serra, G.[Giuseppe], Calderara, S.[Simone], Solera, F.[Francesco], Cucchiara, R.[Rita],
From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views,
Egocentric14(594-599)
IEEE DOI 1409
Ego-vision;f-formation;social interaction BibRef

Moghimi, M.[Mohammad], Azagra, P.[Pablo], Montesano, L.[Luis], Murillo, A.C.[Ana C.], Belongie, S.J.[Serge J.],
Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition,
Egocentric14(611-617)
IEEE DOI 1409
BibRef

Narayan, S.[Sanath], Ramakrishnan, K.R.[Kalpathi R.],
A Cause and Effect Analysis of Motion Trajectories for Modeling Actions,
CVPR14(2633-2640)
IEEE DOI 1409
Action Recognition; Granger Causality; Interaction BibRef

Narayan, S.[Sanath], Kankanhalli, M.S.[Mohan S.], Ramakrishnan, K.R.[Kalpathi R.],
Action and Interaction Recognition in First-Person Videos,
Egocentric14(526-532)
IEEE DOI 1409
First-person video;Interaction recognition BibRef

Tan, C.[Cheston], Goh, H.L.[Han-Lin], Chandrasekhar, V.[Vijay], Li, L.Y.[Li-Yuan], Lim, J.H.[Joo-Hwee],
Understanding the Nature of First-Person Videos: Characterization and Classification Using Low-Level Features,
Egocentric14(549-556)
IEEE DOI 1409
BibRef

McCandless, T.[Tomas], Grauman, K.[Kristen],
Object-Centric Spatio-Temporal Pyramids for Egocentric Activity Recognition,
BMVC13(xx-yy).
DOI Link 1402
BibRef

Fathi, A.[Alireza], Rehg, J.M.[James M.],
Modeling Actions through State Changes,
CVPR13(2579-2586)
IEEE DOI 1309
Action Recognition; Egocentric; Object; Semi-Supervised Learning; State BibRef

Fathi, A.[Alireza], Farhadi, A.[Ali], Rehg, J.M.[James M.],
Understanding egocentric activities,
ICCV11(407-414).
IEEE DOI 1201
BibRef

Fathi, A.[Alireza], Ren, X.F.[Xiao-Feng], Rehg, J.M.[James M.],
Learning to recognize objects in egocentric activities,
CVPR11(3281-3288).
IEEE DOI 1106
BibRef

Fathi, A.[Alireza], Mori, G.[Greg],
Action recognition by learning mid-level motion features,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Zhan, K.[Kai], Ramos, F., Faux, S.,
Activity recognition from a wearable camera,
ICARCV12(365-370).
IEEE DOI 1304
BibRef

Ma, M., Fan, H., Kitani, K.M.[Kris M.],
Going Deeper into First-Person Activity Recognition,
CVPR16(1894-1903)
IEEE DOI 1612
BibRef

Ogaki, K.[Keisuke], Kitani, K.M.[Kris M.], Sugano, Y.[Yusuke], Sato, Y.[Yoichi],
Coupling eye-motion and ego-motion features for first-person activity recognition,
Egocentric12(1-7).
IEEE DOI 1207
BibRef

Behera, A.[Ardhendu], Cohn, A.[Anthony], Hogg, D.C.[David C.],
Real-time Activity Recognition by Discerning Qualitative Relationships Between Randomly Chosen Visual Features,
BMVC14(xx-yy).
HTML Version. 1410
BibRef

Behera, A.[Ardhendu], Hogg, D.C.[David C.], Cohn, A.G.[Anthony G.],
Egocentric Activity Monitoring and Recovery,
ACCV12(III:519-532).
Springer DOI 1304
BibRef
Earlier: A1, A3, A2:
Workflow Activity Monitoring Using Dynamics of Pair-Wise Qualitative Spatial Relations,
MMMod12(196-209).
Springer DOI 1201
BibRef

Pirsiavash, H.[Hamed], Ramanan, D.[Deva],
Detecting activities of daily living in first-person camera views,
CVPR12(2847-2854).
IEEE DOI 1208
BibRef

Sundaram, S.[Sudeep], Mayol-Cuevas, W.W.[Walterio W.],
Egocentric Visual Event Classification with Location-Based Priors,
ISVC10(II: 596-605).
Springer DOI 1011
BibRef
Earlier:
High level activity recognition using low resolution wearable vision,
Egocentric09(25-32).
IEEE DOI 0906
BibRef

Spriggs, E.H.[Ekaterina H.], de la Torre, F.[Fernando], Hebert, M.[Martial],
Temporal segmentation and activity classification from first-person sensing,
Egocentric09(17-24).
IEEE DOI 0906
BibRef

Ren, X.F.[Xiao-Feng], Philipose, M.[Matthai],
Egocentric recognition of handled objects: Benchmark and analysis,
Egocentric09(1-8).
IEEE DOI 0906
BibRef

Hanheide, M.[Marc], Hofemann, N.[Nils], Sagerer, G.[Gerhard],
Action Recognition in a Wearable Assistance System,
ICPR06(II: 1254-1258).
IEEE DOI 0609
BibRef

Yang, A.Y.[Allen Y.], Iyengar, S.[Sameer], Kuryloski, P.[Philip], Jafari, R.[Roozbeh],
Distributed segmentation and classification of human actions using a wearable motion sensor network,
CVPR4HB08(1-8).
IEEE DOI 0806
BibRef

Chapter on Motion -- Human Motion, Surveillance, Tracking, Surveillance, Activities continues in
Human Action Recognition in Still Images, Single Images .