@article{bb212400,
        AUTHOR = "Shao, L. and Jones, S. and Li, X.L.",
        TITLE = "Efficient Search and Localization of Human Actions in Video Databases",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "504-512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207696"}

@article{bb212401,
        AUTHOR = "Aztiria, A. and Augusto, J.C. and Basagoiti, R. and Izaguirre, A. and Cook, D.J.",
        TITLE = "Learning Frequent Behaviors of the Users in Intelligent Environments",
        JOURNAL = SMCS,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "1265-1278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207697"}

@article{bb212402,
        AUTHOR = "Ben Aoun, N. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Graph-based approach for human action recognition using
spatio-temporal features",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "329-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207698"}

@article{bb212403,
        AUTHOR = "Sekma, M. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Human action recognition based on multi-layer Fisher vector encoding
method",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "37-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207699"}

@inproceedings{bb212404,
        AUTHOR = "Sekma, M. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Human Action Recognition Using Temporal Segmentation and Accordion
Representation",
        BOOKTITLE = CAIP13,
        YEAR = "2013",
        PAGES = "II:563-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207700"}

@inproceedings{bb212405,
        AUTHOR = "Sekma, M. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Bag of Graphs with Geometric Relationships Among Trajectories for
Better Human Action Recognition",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:85-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207701"}

@inproceedings{bb212406,
        AUTHOR = "Ben Aoun, N. and Elghazel, H. and Hacid, M.S. and Ben Amar, C.",
        TITLE = "Graph Aggregation Based Image Modeling and Indexing for Video
Annotation",
        BOOKTITLE = CAIP11,
        YEAR = "2011",
        PAGES = "II: 324-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207702"}

@inproceedings{bb212407,
        AUTHOR = "Wali, A. and Ben Aoun, N. and Karray, H. and Ben Amar, C. and Alimi, A.M.",
        TITLE = "A New System for Event Detection from Video Surveillance Sequences",
        BOOKTITLE = ACIVS10,
        YEAR = "2010",
        PAGES = "II: 110-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207703"}

@inproceedings{bb212408,
        AUTHOR = "Wali, A. and Alimi, A.M.",
        TITLE = "Incremental Learning Approach for Events Detection from Large Video
Dataset",
        BOOKTITLE = AVSS10,
        YEAR = "2010",
        PAGES = "555-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207704"}

@article{bb212409,
        AUTHOR = "Burghouts, G.J. and Schutte, K. and Bouma, H. and den Hollander, R.J.M.",
        TITLE = "Selection of negative samples and two-stage combination of multiple
features for action detection in thousands of videos",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "85-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207705"}

@article{bb212410,
        AUTHOR = "Cuzzolin, F. and Sapienza, M.",
        TITLE = "Learning Pullback HMM Distances",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1483-1489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207706"}

@article{bb212411,
        AUTHOR = "Sapienza, M. and Cuzzolin, F. and Torr, P.H.S.",
        TITLE = "Learning Discriminative Space-Time Action Parts from Weakly Labelled
Videos",
        JOURNAL = IJCV,
        VOLUME = "110",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "30-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207707"}

@inproceedings{bb212412,
        AUTHOR = "Sapienza, M. and Cuzzolin, F. and Torr, P.H.S.",
        TITLE = "Learning discriminative space-time actions from weakly labelled videos",
        BOOKTITLE = BMVC12,
        YEAR = "2012",
        PAGES = "123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207708"}

@inproceedings{bb212413,
        AUTHOR = "Singh, G. and Saha, S. and Cuzzolin, F.",
        TITLE = "TraMNet: Transition Matrix Network for Efficient Action Tube Proposals",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "VI:420-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207709"}

@inproceedings{bb212414,
        AUTHOR = "Singh, G. and Cuzzolin, F.",
        TITLE = "Recurrent Convolutions for Causal 3D CNNs",
        BOOKTITLE = HVU19,
        YEAR = "2019",
        PAGES = "1456-1465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207710"}

@inproceedings{bb212415,
        AUTHOR = "Saha, S. and Singh, G. and Sapienza, M. and Torr, P.H.S. and Cuzzolin, F.",
        TITLE = "Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207711"}

@inproceedings{bb212416,
        AUTHOR = "Jetley, S. and Cuzzolin, F.",
        TITLE = "3D Activity Recognition Using Motion History and Binary Shape Templates",
        BOOKTITLE = Gait14,
        YEAR = "2014",
        PAGES = "I: 129-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207712"}

@article{bb212417,
        AUTHOR = "Fernando, B. and Gould, S.",
        TITLE = "Discriminatively Learned Hierarchical Rank Pooling Networks",
        JOURNAL = IJCV,
        VOLUME = "124",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "335-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207713"}

@inproceedings{bb212418,
        AUTHOR = "Fernando, B. and Anderson, P. and Hutter, M. and Gould, S.",
        TITLE = "Discriminative Hierarchical Rank Pooling for Activity Recognition",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "1924-1932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207714"}

@article{bb212419,
        AUTHOR = "de Rosa, R. and Gori, I. and Cuzzolin, F. and Cesa Bianchi, N.",
        TITLE = "Active Incremental Recognition of Human Activities in a Streaming
Context",
        JOURNAL = PRL,
        VOLUME = "99",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "48-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207715"}

@inproceedings{bb212420,
        AUTHOR = "de Rosa, R. and Cesa Bianchi, N. and Gori, I. and Cuzzolin, F.",
        TITLE = "Online Action Recognition via Nonparametric Incremental Learning",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207716"}

@article{bb212421,
        AUTHOR = "Mazloom, M. and Gavves, E. and Snoek, C.G.M.",
        TITLE = "Conceptlets: Selective Semantics for Classifying Video Events",
        JOURNAL = MultMed,
        VOLUME = "16",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "2214-2228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207717"}

@inproceedings{bb212422,
        AUTHOR = "Hussein, N. and Gavves, E. and Smeulders, A.W.M.",
        TITLE = "Unified Embedding and Metric Learning for Zero-Exemplar Event
Detection",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2087-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207718"}

@article{bb212423,
        AUTHOR = "Mazloom, M. and Li, X. and Snoek, C.G.M.",
        TITLE = "TagBook: A Semantic Video Representation Without Supervision for
Event Detection",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1378-1388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207719"}

@article{bb212424,
        AUTHOR = "Li, Z.Y. and Gavrilyuk, K. and Gavves, E. and Jain, M. and Snoek, C.G.M.",
        TITLE = "VideoLSTM convolves, attends and flows for action recognition",
        JOURNAL = CVIU,
        VOLUME = "166",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "41-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207720"}

@article{bb212425,
        AUTHOR = "Kooij, J.F.P. and Englebienne, G. and Gavrila, D.M.",
        TITLE = "Identifying multiple objects from their appearance in inaccurate
detections",
        JOURNAL = CVIU,
        VOLUME = "136",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "103-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207721"}

@inproceedings{bb212426,
        AUTHOR = "Kooij, J.F.P. and Englebienne, G. and Gavrila, D.M.",
        TITLE = "A Non-parametric Hierarchical Model to Discover Behavior Dynamics from
Tracks",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "VI: 270-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207722"}

@article{bb212427,
        AUTHOR = "Kooij, J.F.P. and Englebienne, G. and Gavrila, D.M.",
        TITLE = "Mixture of Switching Linear Dynamics to Discover Behavior Patterns in
Object Tracks",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "322-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207723"}

@article{bb212428,
        AUTHOR = "Elloumi, S. and Cosar, S. and Pusiol, G. and Bremond, F. and Thonnat, M.",
        TITLE = "Unsupervised discovery of human activities from long-time videos",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "522-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207724"}

@article{bb212429,
        AUTHOR = "Murthy, O.V.R. and Goecke, R.",
        TITLE = "Ordered trajectories for human action recognition with large number
of classes",
        JOURNAL = IVC,
        VOLUME = "42",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "22-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207725"}

@inproceedings{bb212430,
        AUTHOR = "Murthy, O.V.R. and Goecke, R.",
        TITLE = "The Influence of Temporal Information on Human Action Recognition
with Large Number of Classes",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207726"}

@inproceedings{bb212431,
        AUTHOR = "Murthy, O.V.R. and Goecke, R.",
        TITLE = "Ordered Trajectories for Large Scale Human Action Recognition",
        BOOKTITLE = THUMOS13,
        YEAR = "2013",
        PAGES = "412-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207727"}

@article{bb212432,
        AUTHOR = "Fanaeepour, M. and Kulik, L. and Tanin, E. and Rubinstein, B.I.P.",
        TITLE = "The CASE histogram:
Privacy-aware processing of trajectory data using aggregates",
        JOURNAL = GeoInfo,
        VOLUME = "19",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "747-798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207728"}

@article{bb212433,
        AUTHOR = "Zhang, G.P. and Piccardi, M.",
        TITLE = "Structural SVM with Partial Ranking for Activity Segmentation and
Classification",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2344-2348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207729"}

@article{bb212434,
        AUTHOR = "Wang, H. and Oneata, D. and Verbeek, J. and Schmid, C.",
        TITLE = "A Robust and Efficient Video Representation for Action Recognition",
        JOURNAL = IJCV,
        VOLUME = "119",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "219-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207730"}

@inproceedings{bb212435,
        AUTHOR = "Oneata, D. and Verbeek, J. and Schmid, C.",
        TITLE = "Efficient Action Localization with Approximately Normalized Fisher
Vectors",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2545-2552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207731"}

@inproceedings{bb212436,
        AUTHOR = "Oneata, D. and Verbeek, J. and Schmid, C.",
        TITLE = "Action and Event Recognition with Fisher Vectors on a Compact Feature
Set",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1817-1824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207732"}

@article{bb212437,
        AUTHOR = "Rohrbach, M. and Rohrbach, A. and Regneri, M. and Amin, S. and Andriluka, M. and Pinkal, M. and Schiele, B.",
        TITLE = "Recognizing Fine-Grained and Composite Activities Using Hand-Centric
Features and Script Data",
        JOURNAL = IJCV,
        VOLUME = "119",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "346-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207733"}

@inproceedings{bb212438,
        AUTHOR = "Rohrbach, M. and Regneri, M. and Andriluka, M. and Amin, S. and Pinkal, M. and Schiele, B.",
        TITLE = "Script Data for Attribute-Based Recognition of Composite Activities",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "I: 144-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207734"}

@article{bb212439,
        AUTHOR = "Peng, X.J. and Wang, L.M. and Wang, X.X. and Qiao, Y.",
        TITLE = "Bag of visual words and fusion methods for action recognition:
Comprehensive study and good practice",
        JOURNAL = CVIU,
        VOLUME = "150",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "109-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207735"}

@inproceedings{bb212440,
        AUTHOR = "Peng, X.J. and Wang, L.M. and Cai, Z.W. and Qiao, Y.",
        TITLE = "Action and Gesture Temporal Spotting with Super Vector Representation",
        BOOKTITLE = ChaLearn14,
        YEAR = "2014",
        PAGES = "518-527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207736"}

@inproceedings{bb212441,
        AUTHOR = "Peng, X.J. and Wang, L.M. and Qiao, Y. and Peng, Q.A.",
        TITLE = "A Joint Evaluation of Dictionary Learning and Feature Encoding for
Action Recognition",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2607-2612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207737"}

@inproceedings{bb212442,
        AUTHOR = "Peng, X.J. and Wang, L.M. and Qiao, Y. and Peng, Q.A.",
        TITLE = "Boosting VLAD with Supervised Dictionary Learning and High-Order
Statistics",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 660-674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207738"}

@inproceedings{bb212443,
        AUTHOR = "Cai, Z.W. and Wang, L.M. and Peng, X.J. and Qiao, Y.",
        TITLE = "Multi-view Super Vector for Action Recognition",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "596-603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207739"}

@inproceedings{bb212444,
        AUTHOR = "Liu, J.Y. and Huang, Y.Z. and Peng, X.J. and Wang, L.",
        TITLE = "Multi-view descriptor mining via codeword net for action recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "793-797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207740"}

@article{bb212445,
        AUTHOR = "Zhen, X.T. and Shao, L. and Maybank, S.J. and Chellappa, R.",
        TITLE = "Handcrafted vs. learned representations for human action recognition",
        JOURNAL = IVC,
        VOLUME = "55, Part 2",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "39-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207741"}

@article{bb212446,
        AUTHOR = "Zhu, F. and Shao, L. and Xie, J. and Fang, Y.",
        TITLE = "From handcrafted to learned representations for human action
recognition: A survey",
        JOURNAL = IVC,
        VOLUME = "55, Part 2",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "42-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207742"}

@article{bb212447,
        AUTHOR = "Li, S. and Zhang, J. and Guo, Q.A. and Lei, J. and Tu, D.",
        TITLE = "Generating image descriptions with multidirectional 2D long short-term
memory",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "104-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207743"}

@inproceedings{bb212448,
        AUTHOR = "Li, S. and Zhang, J. and Guo, Q.A. and Lei, J. and Tu, D.",
        TITLE = "Generating video description with Long-Short Term Memory",
        BOOKTITLE = ICIVC16,
        YEAR = "2016",
        PAGES = "73-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207744"}

@inproceedings{bb212449,
        AUTHOR = "Lei, J. and Li, G. and Li, S. and Tu, D. and Guo, Q.A.",
        TITLE = "Continuous action recognition based on hybrid CNN-LDCRF model",
        BOOKTITLE = ICIVC16,
        YEAR = "2016",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207745"}

@article{bb212450,
        AUTHOR = "Li, Q. and Qiu, Z.F. and Yao, T. and Mei, T. and Rui, Y. and Luo, J.B.",
        TITLE = "Learning hierarchical video representation for action recognition",
        JOURNAL = MultInfoRetr,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "85-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207746"}

@article{bb212451,
        AUTHOR = "Gilbert, A. and Bowden, R.",
        TITLE = "Image and video mining through online learning",
        JOURNAL = CVIU,
        VOLUME = "158",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "72-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207747"}

@inproceedings{bb212452,
        AUTHOR = "Gilbert, A. and Bowden, R.",
        TITLE = "iGroup: Weakly supervised image and video grouping",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2166-2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207748"}

@inproceedings{bb212453,
        AUTHOR = "Gilbert, A. and Bowden, R.",
        TITLE = "Push and Pull: Iterative grouping of media",
        BOOKTITLE = BMVC11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207749"}

@article{bb212454,
        AUTHOR = "Ahmad, K. and Conci, N. and de Natale, F.G.B.",
        TITLE = "A saliency-based approach to event recognition",
        JOURNAL = SP:IC,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "42-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207750"}

@article{bb212455,
        AUTHOR = "Hu, C.Y. and Chen, Y.Q. and Hu, L.S. and Peng, X.H.",
        TITLE = "A novel random forests based class incremental learning method for
activity recognition",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "277-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207751"}

@article{bb212456,
        AUTHOR = "Plotz, T. and Guan, Y.",
        TITLE = "Deep Learning for Human Activity Recognition in Mobile Computing",
        JOURNAL = Computer,
        VOLUME = "51",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "50-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207752"}

@article{bb212457,
        AUTHOR = "Dong, X.J. and Gong, Y.S. and Cao, L.B.",
        TITLE = "F-NSP+: A fast negative sequential patterns mining method with
self-adaptive data storage",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "13-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207753"}

@inproceedings{bb212458,
        AUTHOR = "Jacoby, A.R. and Pattichis, M.S. and Celedon Pattichis, S. and Lopez Leiva, C.",
        TITLE = "Context-Sensitive Human Activity Classification in Collaborative
Learning Environments",
        BOOKTITLE = Southwest18,
        YEAR = "2018",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207754"}

@article{bb212459,
        AUTHOR = "Chen, Y. and Wang, J. and Bai, Y. and Castanon, G. and Saligrama, V.",
        TITLE = "Probabilistic Semantic Retrieval for Surveillance Videos With
Activity Graphs",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "704-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207755"}

@article{bb212460,
        AUTHOR = "Xu, H.J. and Das, A. and Saenko, K.",
        TITLE = "Two-Stream Region Convolutional 3D Network for Temporal Activity
Detection",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2319-2332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207756"}

@inproceedings{bb212461,
        AUTHOR = "Xu, H.J. and Das, A. and Saenko, K.",
        TITLE = "R-C3D: Region Convolutional 3D Network for Temporal Activity
Detection",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5794-5803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207757"}

@article{bb212462,
        AUTHOR = "Liao, Z.K. and Hu, H.F. and Zhang, J.X. and Yin, C.",
        TITLE = "Residual attention unit for action recognition",
        JOURNAL = CVIU,
        VOLUME = "189",
        YEAR = "2019",
        PAGES = "102821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207758"}

@article{bb212463,
        AUTHOR = "Xu, W. and Miao, Z. and Yu, J. and Ji, Q.",
        TITLE = "Deep Reinforcement Learning for Weak Human Activity Localization",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "1522-1535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207759"}

@article{bb212464,
        AUTHOR = "Feichtenhofer, C. and Pinz, A. and Wildes, R.P. and Zisserman, A.",
        TITLE = "Deep Insights into Convolutional Networks for Video Recognition",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "420-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207760"}

@inproceedings{bb212465,
        AUTHOR = "Pinz, A. and Zisserman, A. and Wildes, R.P. and Feichtenhofer, C.",
        TITLE = "What have We Learned from Deep Representations for Action
Recognition?",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7844-7853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207761"}

@article{bb212466,
        AUTHOR = "Han, X.X. and Ye, J. and Luo, J. and Zhou, H.Y.",
        TITLE = "The Effect of Axis-Wise Triaxial Acceleration Data Fusion in CNN-Based
Human Activity Recognition",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "813-824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207762"}

@article{bb212467,
        AUTHOR = "Tang, Y. and Wei, Y. and Yu, X. and Lu, J. and Zhou, J.",
        TITLE = "Graph Interaction Networks for Relation Transfer in Human Activity
Videos",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2872-2886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207763"}

@article{bb212468,
        AUTHOR = "Wu, H.N.",
        TITLE = "Online Learning Human Behavior for a Class of Human-in-the-Loop
Systems via Adaptive Inverse Optimal Control",
        JOURNAL = HMS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1004-1014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207764"}

@article{bb212469,
        AUTHOR = "Li, Y.L. and Liu, X.P. and Wu, X.Q. and Li, Y.Z. and Qiu, Z.Y. and Xu, L. and Xu, Y. and Fang, H.S. and Lu, C.W.",
        TITLE = "HAKE: A Knowledge Engine Foundation for Human Activity Understanding",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8494-8506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207765"}

@article{bb212470,
        AUTHOR = "Dhekane, S.G. and Ploetz, T.",
        TITLE = "Transfer Learning in Sensor-Based Human Activity Recognition:
A Survey",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "March",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207766"}

@article{bb212471,
        AUTHOR = "Shah, H. and Holia, M.S.",
        TITLE = "Hybrid Feature Extraction and Knowledge Distillation Based Deep
Learning Model for Human Activity Recognition System",
        JOURNAL = SP:IC,
        VOLUME = "137",
        YEAR = "2025",
        PAGES = "117308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207767"}

@article{bb212472,
        AUTHOR = "Zhang, J.H. and Lin, L.L. and Yang, S. and Liu, J.Y.",
        TITLE = "Self-Supervised Skeleton-Based Action Representation Learning:
A Benchmark and Beyond",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207768"}

@inproceedings{bb212473,
        AUTHOR = "Gu, X.R. and Jiang, C. and Wang, E. and Wu, Z.K. and Cui, Q. and Tian, L. and Wu, L.L. and Song, S.Y. and Yu, C.",
        TITLE = "CauSkelNet: Causal Representation Learning for Human Behaviour
Analysis",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207769"}

@inproceedings{bb212474,
        AUTHOR = "Hu, S. and Gong, Y. and Mori, G.",
        TITLE = "Embodied Human Activity Recognition",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "6433-6443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207770"}

@inproceedings{bb212475,
        AUTHOR = "Panev, S. and Kim, E. and Namburu, S.A.S. and Nikolova, D. and de Melo, C. and de la Torre, F. and Hodgins, J.K.",
        TITLE = "Exploring the Impact of Rendering Method and Motion Quality on Model
Performance when Using Multi-view Synthetic Data for Action
Recognition",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4580-4590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207771"}

@inproceedings{bb212476,
        AUTHOR = "Zhao, M.J. and Yu, Y.K. and Wang, X.L. and Yang, L. and Niu, D.",
        TITLE = "Search-Map-Search: A Frame Selection Paradigm for Action Recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10627-10636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207772"}

@inproceedings{bb212477,
        AUTHOR = "Agrawal, T. and Balazia, M. and Muller, P. and Bremond, F.",
        TITLE = "Multimodal Vision Transformers with Forced Attention for Behavior
Analysis",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3381-3391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207773"}

@inproceedings{bb212478,
        AUTHOR = "Li, S.W. and Yu, P.S. and Xu, Y.F. and Zhang, J.W.",
        TITLE = "A Review of Research on Human Behavior Recognition Methods Based on
Deep Learning",
        BOOKTITLE = ICRVC22,
        YEAR = "2022",
        PAGES = "108-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207774"}

@inproceedings{bb212479,
        AUTHOR = "Kakamu, Y. and Hotta, K.",
        TITLE = "Predicting Human Behavior Using 3D Loop ResNet",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3259-3264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207775"}

@inproceedings{bb212480,
        AUTHOR = "Tran, H. and Le, V. and Venkatesh, S. and Tran, T.",
        TITLE = "Persistent-Transient Duality in Human Behavior Modeling",
        BOOKTITLE = Precognition22,
        YEAR = "2022",
        PAGES = "2527-2530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207776"}

@inproceedings{bb212481,
        AUTHOR = "Xu, Y.H. and Wei, F.Y. and Sun, X. and Yang, C. and Shen, Y.J. and Dai, B. and Zhou, B. and Lin, S.",
        TITLE = "Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2949-2958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207777"}

@inproceedings{bb212482,
        AUTHOR = "Duan, H.D. and Zhao, N.X. and Chen, K. and Lin, D.",
        TITLE = "TransRank: Self-supervised Video Representation Learning via
Ranking-based Transformation Recognition",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2990-3000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207778"}

@inproceedings{bb212483,
        AUTHOR = "Jin, Y. and Zhu, L.C. and Mu, Y.D.",
        TITLE = "Complex Video Action Reasoning via Learnable Markov Logic Network",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "3232-3241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207779"}

@inproceedings{bb212484,
        AUTHOR = "Xiao, J.F. and Jing, L.L. and Zhang, L. and He, J. and She, Q. and Zhou, Z.W. and Yuille, A.L. and Li, Y.W.",
        TITLE = "Learning from Temporal Gradient for Semi-supervised Action
Recognition",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "3242-3252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207780"}

@inproceedings{bb212485,
        AUTHOR = "Chen, H. and Chirikjian, G.S.",
        TITLE = "Curvature: A signature for Action Recognition in Video Sequences",
        BOOKTITLE = Diff-CVML20,
        YEAR = "2020",
        PAGES = "3752-3759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207781"}

@inproceedings{bb212486,
        AUTHOR = "Sun, J. and Jiang, Q. and Lu, C.",
        TITLE = "Recursive Social Behavior Graph for Trajectory Prediction",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "657-666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207782"}

@inproceedings{bb212487,
        AUTHOR = "Price, W. and Damen, D.",
        TITLE = "Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos",
        BOOKTITLE = MDALC19,
        YEAR = "2019",
        PAGES = "1371-1380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207783"}

@inproceedings{bb212488,
        AUTHOR = "Abu Farha, Y. and Gall, J.",
        TITLE = "Uncertainty-Aware Anticipation of Activities",
        BOOKTITLE = HBU19,
        YEAR = "2019",
        PAGES = "1197-1204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207784"}

@inproceedings{bb212489,
        AUTHOR = "Wang, X.H. and Hu, J.F. and Lai, J.H. and Zhang, J.G. and Zheng, W.S.",
        TITLE = "Progressive Teacher-Student Learning for Early Action Prediction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3551-3560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207785"}

@inproceedings{bb212490,
        AUTHOR = "Mehrasa, N. and Jyothi, A.A. and Durand, T. and He, J.W. and Sigal, L. and Mori, G.",
        TITLE = "A Variational Auto-Encoder Model for Stochastic Point Processes",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3160-3169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207786"}

@inproceedings{bb212491,
        AUTHOR = "Zhang, Y. and Tokmakov, P. and Hebert, M. and Schmid, C.",
        TITLE = "A Structured Model for Action Detection",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9967-9976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207787"}

@inproceedings{bb212492,
        AUTHOR = "Zhang, D. and Dai, X.Y. and Wang, Y.F.",
        TITLE = "Dynamic Temporal Pyramid Network: A Closer Look at Multi-scale Modeling
for Activity Detection",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "IV:712-728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207788"}

@inproceedings{bb212493,
        AUTHOR = "Rosenfeld, A. and Ullman, S.",
        TITLE = "Action Classification via Concepts and Attributes",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1499-1505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207789"}

@inproceedings{bb212494,
        AUTHOR = "Rueda, F.M. and Fink, G.A.",
        TITLE = "Learning Attribute Representation for Human Activity Recognition",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "523-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207790"}

@inproceedings{bb212495,
        AUTHOR = "Li, L. and Zhang, Z. and Huang, Y. and Wang, L.",
        TITLE = "Deep Temporal Feature Encoding for Action Recognition",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1109-1114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207791"}

@inproceedings{bb212496,
        AUTHOR = "Zhu, J. and Zhu, Z. and Zou, W.",
        TITLE = "End-to-end Video-level Representation Learning for Action Recognition",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "645-650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207792"}

@inproceedings{bb212497,
        AUTHOR = "Zhu, Y. and Long, Y. and Guan, Y. and Newsam, S. and Shao, L.",
        TITLE = "Towards Universal Representation for Unseen Action Recognition",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9436-9445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207793"}

@inproceedings{bb212498,
        AUTHOR = "Sironi, A. and Brambilla, M. and Bourdis, N. and Lagorce, X. and Benosman, R.",
        TITLE = "HATS: Histograms of Averaged Time Surfaces for Robust Event-Based
Object Classification",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1731-1740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207794"}

@inproceedings{bb212499,
        AUTHOR = "Panagiotakis, C. and Karvounas, G. and Argyros, A.A.",
        TITLE = "Unsupervised Detection of Periodic Segments in Videos",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "923-927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT207795"}

Last update:Feb 26, 2026 at 10:58:24