Zhu, C.,
Sheng, W.,
Wearable Sensor-Based Hand Gesture and Daily Activity Recognition for
Robot-Assisted Living,
SMC-A(41), No. 3, May 2011, pp. 569-573.
IEEE DOI
1104
BibRef
Jiang, H.,
Duerstock, B.S.,
Wachs, J.P.,
User-Centered and Analytic-Based Approaches to Generate Usable
Gestures for Individuals With Quadriplegia,
HMS(46), No. 3, June 2016, pp. 460-466.
IEEE DOI
1605
Feature extraction
BibRef
Betancourt, A.[Alejandro],
Morerio, P.[Pietro],
Barakova, E.[Emilia],
Marcenaro, L.[Lucio],
Rauterberg, M.[Matthias],
Regazzoni, C.[Carlo],
Left/right hand segmentation in egocentric videos,
CVIU(154), No. 1, 2017, pp. 73-81.
Elsevier DOI
1612
Hand-segmentation
BibRef
Jang, Y.,
Jeon, I.,
Kim, T.K.,
Woo, W.,
Metaphoric Hand Gestures for Orientation-Aware VR Object Manipulation
With an Egocentric Viewpoint,
HMS(47), No. 1, February 2017, pp. 113-127.
IEEE DOI
1702
cameras
BibRef
Xu, C.[Chi],
Govindarajan, L.N.[Lakshmi Narasimhan],
Cheng, L.[Li],
Hand action detection from ego-centric depth sequences with
error-correcting Hough transform,
PR(72), No. 1, 2017, pp. 494-503.
Elsevier DOI
1708
Depth, camera
BibRef
Varini, P.[Patrizia],
Serra, G.[Giuseppe],
Cucchiara, R.[Rita],
Personalized Egocentric Video Summarization of Cultural Tour on User
Preferences Input,
MultMed(19), No. 12, December 2017, pp. 2832-2845.
IEEE DOI
1712
BibRef
Earlier:
Egocentric Video Personalization in Cultural Experiences Scenarios,
CIAP15(I:694-704).
Springer DOI
1511
Art, Cultural differences, Geology, Object recognition, Semantics,
Streaming media, Visualization,
knowledge discovery
BibRef
Ren, Y.,
Xie, X.,
Li, G.,
Wang, Z.,
A Scan-Line Forest Growing-Based Hand Segmentation Framework With
Multipriority Vertex Stereo Matching for Wearable Devices,
Cyber(48), No. 2, February 2018, pp. 556-570.
IEEE DOI
1801
Computational modeling, Image color analysis,
Image edge detection, Image segmentation, Optimization,
BibRef
Ren, Y.,
Xie, X.,
Li, G.,
Wang, Z.,
Hand Gesture Recognition With Multiscale Weighted Histogram of
Contour Direction Normalization for Wearable Applications,
CirSysVideo(28), No. 2, February 2018, pp. 364-377.
IEEE DOI
1802
Gesture recognition, Histograms, Image segmentation,
Performance evaluation, Shape, Thumb, Feature normalization,
wearable devices
BibRef
Zhang, Y.F.[Yi-Fan],
Cao, C.Q.[Cong-Qi],
Cheng, J.[Jian],
Lu, H.Q.[Han-Qing],
EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture
Recognition,
MultMed(20), No. 5, May 2018, pp. 1038-1050.
IEEE DOI
1805
Benchmark testing, Cameras, Gesture recognition, Neural networks,
Performance evaluation, Task analysis,
gesture recognition
BibRef
Zhang, Y.F.[Yi-Fan],
Shi, L.[Lei],
Wu, Y.[Yi],
Cheng, K.[Ke],
Cheng, J.[Jian],
Lu, H.Q.[Han-Qing],
Gesture Recognition Based on Deep Deformable 3D Convolutional Neural
Networks,
PR(107), 2020, pp. 107416.
Elsevier DOI
2008
Gesture recognition, Spatiotemporal deformable convolution,
Spatiotemporal convolutional neural network
See also Skeleton-Based Action Recognition With Gated Convolutional Neural Networks.
BibRef
Cao, C.Q.[Cong-Qi],
Zhang, Y.F.[Yi-Fan],
Wu, Y.[Yi],
Lu, H.Q.[Han-Qing],
Cheng, J.[Jian],
Egocentric Gesture Recognition Using Recurrent 3D Convolutional
Neural Networks with Spatiotemporal Transformer Modules,
ICCV17(3783-3791)
IEEE DOI
1802
cameras, feature extraction, gesture recognition,
image motion analysis, learning (artificial intelligence),
Videos
See also Skeleton-Based Action Recognition With Gated Convolutional Neural Networks.
BibRef
Shi, L.[Lei],
Zhang, Y.F.[Yi-Fan],
Hu, J.[Jing],
Cheng, J.[Jian],
Lu, H.Q.[Han-Qing],
Gesture Recognition Using Spatiotemporal Deformable Convolutional
Representation,
ICIP19(1900-1904)
IEEE DOI
1910
Gesture recognition, 3D CNNs
BibRef
Alam, M.M.[Mohammad Mahmudul],
Islam, M.T.[Mohammad Tariqul],
Rahman, S.M.M.[S.M. Mahbubur],
Unified learning approach for egocentric hand gesture recognition and
fingertip detection,
PR(121), 2022, pp. 108200.
Elsevier DOI
2109
Convolutional neural network, Fingertip detection,
Gesture recognition, Human-computer interaction, Unified detection
BibRef
Bao, W.T.[Wen-Tao],
Chen, L.[Lele],
Zeng, L.[Libing],
Li, Z.[Zhong],
Xu, Y.[Yi],
Yuan, J.S.[Jun-Song],
Kong, Y.[Yu],
Uncertainty-aware State Space Transformer for Egocentric 3D Hand
Trajectory Forecasting,
ICCV23(13656-13665)
IEEE DOI Code:
WWW Link.
2401
BibRef
Tse, T.H.E.[Tze Ho Elden],
Mueller, F.[Franziska],
Shen, Z.Y.[Zheng-Yang],
Tang, D.H.[Dan-Hang],
Beeler, T.[Thabo],
Dou, M.S.[Ming-Song],
Zhang, Y.[Yinda],
Petrovic, S.[Sasa],
Chang, H.J.[Hyung Jin],
Taylor, J.[Jonathan],
Doosti, B.[Bardia],
Spectral Graphormer: Spectral Graph-based Transformer for Egocentric
Two-Hand Reconstruction using Multi-View Color Images,
ICCV23(14620-14631)
IEEE DOI
2401
BibRef
Jia, W.Q.[Wen-Qi],
Liu, M.[Miao],
Rehg, J.M.[James M.],
Generative Adversarial Network for Future Hand Segmentation from
Egocentric Video,
ECCV22(XIII:639-656).
Springer DOI
2211
BibRef
Liu, S.W.[Shao-Wei],
Tripathi, S.[Subarna],
Majumdar, S.[Somdeb],
Wang, X.L.[Xiao-Long],
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric
Videos,
CVPR22(3272-3282)
IEEE DOI
2210
Visualization, Uncertainty, Training data, Stochastic processes,
Predictive models, Transformers, Probabilistic logic, Behavior analysis
BibRef
Voillemin, T.[Théo],
Wannous, H.[Hazem],
Vandeborre, J.P.[Jean-Philippe],
FirstPiano: A New Egocentric Hand Action Dataset Oriented Towards
Augmented Reality Applications,
CIAP22(III:170-181).
Springer DOI
2205
BibRef
Wang, Z.,
She, Q.,
Chalasani, T.,
Smolic, A.,
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture
Recognition,
CLVision20(935-944)
IEEE DOI
2008
Videos, Task analysis,
Computer architecture, Training, Spatiotemporal phenomena, Gesture recognition
BibRef
Chalasani, T.,
Smolic, A.,
Simultaneous Segmentation and Recognition: Towards More Accurate Ego
Gesture Recognition,
EPIC19(4367-4375)
IEEE DOI
2004
gesture recognition, image colour analysis, image segmentation,
image sequences, neural nets, object recognition,
EgoVision
BibRef
Kapidis, G.,
Poppe, R.,
van Dam, E.,
Noldus, L.,
Veltkamp, R.,
Multitask Learning to Improve Egocentric Action Recognition,
EPIC19(4396-4405)
IEEE DOI
2004
image colour analysis, image motion analysis, image segmentation,
learning (artificial intelligence), neural nets, pose estimation,
hand detection
BibRef
Garcia-Hernando, G.,
Yuan, S.,
Baek, S.,
Kim, T.,
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose
Annotations,
CVPR18(409-419)
IEEE DOI
1812
Videos, Benchmark testing,
Magnetic sensors, Image color analysis, Solid modeling
BibRef
Maurya, J.,
Hebbalaguppe, R.,
Gupta, P.,
Real Time Hand Segmentation on Frugal Headmounted Device for Gestural
Interface,
ICIP18(4023-4027)
IEEE DOI
1809
Image edge detection, Image segmentation, Google, Skin,
Real-time systems, Cameras, Image color analysis,
Hand Segmentation
BibRef
Zhao, Y.,
Luo, Z.,
Quan, C.,
Unsupervised Online Learning for Fine-Grained Hand Segmentation in
Egocentric Video,
CRV17(248-255)
IEEE DOI
1804
feature extraction, gesture recognition,
human computer interaction, image classification,
unsupervised online learning
BibRef
Mueller, F.,
Mehta, D.,
Sotnychenko, O.,
Sridhar, S.,
Casas, D.,
Theobalt, C.,
Real-Time Hand Tracking under Occlusion from an Egocentric RGB-D
Sensor,
ICCV17(1163-1172)
IEEE DOI
1802
BibRef
And:
MADO17(1284-1293)
IEEE DOI
1802
Cameras, Clutter, Joints, Kinematics, Real-time systems,
Tracking
augmented reality, gesture recognition,
image colour analysis, image motion analysis, image segmentation,
Tracking
BibRef
Huang, S.[Shao],
Wang, W.Q.[Wei-Qiang],
Lu, K.[Ke],
Egocentric hand detection via region growth,
ICPR16(639-644)
IEEE DOI
1705
Cameras, Color, Feature extraction, Histograms, Probes, Skin, Videos
BibRef
Huang, Y.,
Liu, X.,
Zhang, X.,
Jin, L.,
A Pointing Gesture Based Egocentric Interaction System:
Dataset, Approach and Application,
Egocentric-C16(370-377)
IEEE DOI
1612
BibRef
Zhu, X.,
Liu, W.,
Jia, X.,
Wong, K.Y.K.,
A two-stage detector for hand detection in ego-centric videos,
WACV16(1-8)
IEEE DOI
1606
Detectors; Heating; Proposals; Shape; Training; Videos; Wrist
BibRef
Ishihara, T.[Tatsuya],
Kitani, K.M.[Kris M.],
Ma, W.C.[Wei-Chiu],
Takagi, H.[Hironobu],
Asahawa, C.[Chieko],
Recognizing hand-object interactions in wearable camera videos,
ICIP15(1349-1353)
IEEE DOI
1512
Wearable cameras; activity recognition; first-person point-of-view
BibRef
Gunther, T.,
Franke, I.S.,
Groh, R.,
Aughanded Virtuality: The hands in the virtual environment,
3DUI15(157-158)
IEEE DOI
1511
augmented reality
BibRef
Betancourt, A.[Alejandro],
Marcenaro, L.[Lucio],
Barakova, E.I.[Emilia I.],
Rauterberg, M.[Matthias],
Regazzoni, C.S.[Carlo S.],
GPU Accelerated Left/Right Hand-Segmentation in First Person Vision,
Egocentric16(I: 504-517).
Springer DOI
1611
BibRef
Betancourt, A.[Alejandro],
Morerio, P.[Pietro],
Barakova, E.I.[Emilia I.],
Marcenaro, L.[Lucio],
Rauterberg, M.[Matthias],
Regazzoni, C.S.[Carlo S.],
A Dynamic Approach and a New Dataset for Hand-detection in First Person
Vision,
CAIP15(I:274-287).
Springer DOI
1511
BibRef
Wan, S.H.[Shao-Hua],
Aggarwal, J.K.,
Mining discriminative states of hands and objects to recognize
egocentric actions with a wearable RGBD camera,
Hands15(36-43)
IEEE DOI
1510
Cameras
BibRef
Kumar, J.[Jayant],
Li, Q.[Qun],
Kyal, S.[Survi],
Bernal, E.A.[Edgar A.],
Bala, R.[Raja],
On-the-fly hand detection training with application in egocentric
action recognition,
Hands15(18-27)
IEEE DOI
1510
Accuracy
BibRef
Murasaki, K.[Kazuhiko],
Yonemoto, H.[Haruka],
Sudo, K.[Kyoko],
Kinebuchi, T.,
Domain adaptation of articulated pose estimation via synthetic pose
prior,
MVA17(137-140)
DOI Link
1708
Cameras, Joints, Pose estimation, Training, Training, data
BibRef
Yonemoto, H.[Haruka],
Murasaki, K.[Kazuhiko],
Osawa, T.[Tatsuya],
Sudo, K.[Kyoko],
Shimamura, J.[Jun],
Taniguchi, Y.[Yukinobu],
Egocentric articulated pose tracking for action recognition,
MVA15(98-101)
IEEE DOI
1507
Cameras
BibRef
Betancourt, A.[Alejandro],
A Sequential Classifier for Hand Detection in the Framework of
Egocentric Vision,
Egocentric14(600-605)
IEEE DOI
1409
Classifier; Egocentric Vision; First Person Vision; Hand Detection
BibRef
Bambach, S.[Sven],
Lee, S.[Stefan],
Crandall, D.J.[David J.],
Yu, C.[Chen],
Lending A Hand: Detecting Hands and Recognizing Activities in Complex
Egocentric Interactions,
ICCV15(1949-1957)
IEEE DOI
1602
Cameras
BibRef
Lee, S.[Stefan],
Bambach, S.[Sven],
Crandall, D.J.[David J.],
Franchak, J.M.[John M.],
Yu, C.[Chen],
This Hand Is My Hand:
A Probabilistic Approach to Hand Disambiguation in Egocentric Video,
Egocentric14(557-564)
IEEE DOI
1409
BibRef
Li, C.[Cheng],
Kitani, K.M.[Kris M.],
Model Recommendation with Virtual Probes for Egocentric Hand
Detection,
ICCV13(2624-2631)
IEEE DOI
1403
BibRef
And:
Pixel-Level Hand Detection in Ego-centric Videos,
CVPR13(3570-3577)
IEEE DOI
1309
First-person Vision; hand detection
BibRef
Havlena, M.[Michal],
Ess, A.[Andreas],
Moreau, W.[Wim],
Torii, A.[Akihiko],
Jancosek, M.[Michal],
Pajdla, T.[Tomas],
Van Gool, L.J.[Luc J.],
AWEAR 2.0 system:
Omni-directional audio-visual data acquisition and processing,
Egocentric09(49-56).
IEEE DOI
0906
BibRef
Sun, L.[Li],
Klank, U.[Ulrich],
Beetz, M.[Michael],
EYEWATCHME:
3D Hand and object tracking for inside out activity analysis,
Egocentric09(9-16).
IEEE DOI
0906
BibRef
Sasaki, H.,
Kuroda, T.,
Manabe, Y.,
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Hand-Area Extraction by Sensor Fusion using Two Cameras for Input
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0206
BibRef
Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Arm Tracking, Arm Pose for Gestures .