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Components Analysis and HMM Decoding",
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@inproceedings{bb175305,
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morphology",
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vehicles on highways",
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and Enhanced Neural Networks",
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@book{bb175322,
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@book{bb175323,
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@book{bb175324,
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@book{bb175325,
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@book{bb175326,
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@book{bb175327,
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@book{bb175328,
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@book{bb175329,
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@book{bb175330,
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@book{bb175331,
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@book{bb175332,
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A large-scale first-person video dataset, supporting research 
in multi-modal machine perception for daily life activity",
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@book{bb175333,
        AUTHOR = "Kay, W. and Carreira, J. and Simonyan, K. and Zhang, B. and Hillier, C. and Vijayanarasimhan, S. and Viola, F. and Green, T. and Back, T. and Natsev, P. and Suleyman, M. and Zisserman, A.",
        TITLE = "The Kinetics Human Action Video Dataset",
        PUBLISHER = "Online",
        YEAR = "2019",
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@inproceedings{bb175334,
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        TITLE = "The TUM Kitchen Data Set of everyday manipulation activities for motion
tracking and action recognition",
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@article{bb175335,
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@article{bb175336,
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@article{bb175337,
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@article{bb175339,
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        TITLE = "Human Motion Analysis: A Review",
        JOURNAL = CVIU,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170879"}

@article{bb175340,
        AUTHOR = "Gavrila, D.M.",
        TITLE = "The Visual Analysis of Human Movement: A Survey",
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@article{bb175341,
        AUTHOR = "Ivancevic, V.G. and Snoswell, M.",
        TITLE = "Fuzzy-stochastic functor machine for general humanoid-robot dynamics",
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@article{bb175342,
        AUTHOR = "Wang, L. and Hu, W.M. and Tan, T.N.",
        TITLE = "Recent developments in human motion analysis",
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        YEAR = "2003",
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@article{bb175343,
        AUTHOR = "Kojima, A. and Tamura, T. and Fukunaga, K.",
        TITLE = "Natural Language Description of Human Activities from Video Images
Based on Concept Hierarchy of Actions",
        JOURNAL = IJCV,
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        NUMBER = "2",
        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170883"}

@inproceedings{bb175344,
        AUTHOR = "Kojima, A. and Tamura, T. and Fukunaga, K.",
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@inproceedings{bb175345,
        AUTHOR = "Kojima, A. and Izumi, M. and Tamura, T. and Fukunaga, K.",
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Images",
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@article{bb175346,
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        TITLE = "CVIU special issue on event detection in video",
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@article{bb175347,
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@inproceedings{bb175348,
        AUTHOR = "Nevatia, R. and Hobbs, J. and Bolles, R.C.",
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@article{bb175349,
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        TITLE = "Special Issue on Vision for Crime Detection and Prevention",
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@article{bb175350,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170890"}

@inproceedings{bb175351,
        AUTHOR = "Chellappa, R. and Roy Chowdhury, A.K. and Zhou, S.H.K.",
        TITLE = "Recognition of Humans and Their Activities Using Video",
        BOOKTITLE = "Morgan Claypool",
        YEAR = "2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170891"}

@article{bb175352,
        AUTHOR = "Chang, S.F. and Luo, J. and Maybank, S.J. and Schonfeld, D. and Xu, D.",
        TITLE = "An Introduction to the Special Issue on Event Analysis in Videos",
        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170892"}

@article{bb175353,
        AUTHOR = "Turaga, P.K. and Chellappa, R. and Subrahmanian, V.S. and Udrea, O.",
        TITLE = "Machine Recognition of Human Activities: A Survey",
        JOURNAL = CirSysVideo,
        VOLUME = "18",
        YEAR = "2008",
        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170893"}

@article{bb175354,
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        TITLE = "A novel sequence representation for unsupervised analysis of human
activities",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170894"}

@inproceedings{bb175355,
        AUTHOR = "Hamid, R. and Johnson, A. and Batta, S. and Bobick, A.F. and Isbell, C. and Coleman, G.",
        TITLE = "Detection and Explanation of Anomalous Activities:
Representing Activities as Bags of Event n-Grams",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170895"}

@inproceedings{bb175356,
        AUTHOR = "Aslam, S. and Barnes, C. and Bobick, A.F.",
        TITLE = "Target Tracking Using Residual Vector Quantization",
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@inproceedings{bb175357,
        AUTHOR = "Aslam, S. and Barnes, C. and Bobick, A.F.",
        TITLE = "Robust Surveillance on Compressed Video:
Uniform Performance from High to Low Bitrates",
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@book{bb175358,
        AUTHOR = "Chen, L.M. and Nugent, C.D. and Biswas, J. and Hoey, J.",
        TITLE = "Activity Recognition in Pervasive Intelligent Environment",
        PUBLISHER = "World Scientific",
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@book{bb175359,
        AUTHOR = "Zhang, J. and Shao, L. and Zhang, L. and Jones, G.A",
        TITLE = "Intelligent Video Event Analysis and Understanding",
        PUBLISHER = "Springer",
        YEAR = "2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170899"}

@article{bb175360,
        AUTHOR = "Weinland, D. and Ronfard, R. and Boyer, E.",
        TITLE = "A Survey of Vision-Based Methods for Action Representation,
Segmentation and Recognition",
        JOURNAL = CVIU,
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        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "224-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170900"}

@article{bb175361,
        AUTHOR = "Gonzalez, J. and Moeslund, T.B. and Wang, L.",
        TITLE = "Semantic Understanding of Human Behaviors in Image Sequences:
From video-surveillance to video-hermeneutics",
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "305-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170901"}

@article{bb175362,
        AUTHOR = "Guerra Filho, G. and Biswas, A.",
        TITLE = "The human motion database:
A cognitive and parametric sampling of human motion",
        JOURNAL = IVC,
        VOLUME = "30",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "251-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170902"}

@inproceedings{bb175363,
        AUTHOR = "Biswas, A. and Guerra Filho, G.",
        TITLE = "The human motion database:
A cognitive and parametric sampling of human motion",
        BOOKTITLE = FG11,
        YEAR = "2011",
        PAGES = "103-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170902"}

@article{bb175364,
        AUTHOR = "Reddy, K.K. and Shah, M.",
        TITLE = "Recognizing 50 human action categories of web videos",
        JOURNAL = MVA,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "971-981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170903"}

@inproceedings{bb175365,
        AUTHOR = "Reddy, K.K. and Cuntoor, N. and Perera, A. and Hoogs, A.J.",
        TITLE = "Human Action Recognition in Large-Scale Datasets Using Histogram of
Spatiotemporal Gradients",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "106-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170904"}

@article{bb175366,
        AUTHOR = "Chaquet, J.M. and Carmona, E.J. and Fernandez Caballero, A.",
        TITLE = "A survey of video datasets for human action and activity recognition",
        JOURNAL = CVIU,
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@article{bb175367,
        AUTHOR = "Chen, L. and Wei, H. and Ferryman, J.M.",
        TITLE = "A survey of human motion analysis using depth imagery",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "15",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170906"}

@article{bb175368,
        AUTHOR = "Geiger, A. and Lenz, P. and Stiller, C. and Urtasun, R.",
        TITLE = "Vision meets robotics: The KITTI dataset",
        JOURNAL = IJRR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170907"}

@article{bb175369,
        AUTHOR = "Chavarriaga, R. and Sagha, H. and Calatroni, A. and Digumarti, S.T. and Troster, G. and del R. Millan, J. and Roggen, D.",
        TITLE = "The Opportunity challenge: A benchmark database for on-body
sensor-based activity recognition",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "15",
        PAGES = "2033-2042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170908"}

@inproceedings{bb175370,
        AUTHOR = "Kanade, T.",
        TITLE = "Keynote lecture 1: 'Video analysis of human body'",
        BOOKTITLE = AVSS14,
        YEAR = "2014",
        PAGES = "XIV-XIV",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170909"}

@article{bb175371,
        AUTHOR = "Wu, J.Z. and Hu, D. and Chen, F.L.",
        TITLE = "Action recognition by hidden temporal models",
        JOURNAL = VC,
        VOLUME = "30",
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170910"}

@article{bb175372,
        AUTHOR = "Wang, L. and Patras, I. and Zhang, J. and Mori, G. and Davis, L.S.",
        TITLE = "Special Issue on Individual and Group Activities in Video Event
Analysis",
        JOURNAL = CVIU,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170911"}

@article{bb175373,
        AUTHOR = "Yuan, J.S. and Li, W.Q. and Zhang, Z.Y. and Fleet, D. and Shotton, J.",
        TITLE = "Guest Editorial: Human Activity Understanding from 2D and 3D Data",
        JOURNAL = IJCV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170912"}

@article{bb175374,
        AUTHOR = "Barrett, D.P. and Xu, R. and Yu, H.N. and Siskind, J.M.",
        TITLE = "Collecting and annotating the large continuous action dataset",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170913"}

@article{bb175375,
        AUTHOR = "Hadfield, S. and Lebeda, K. and Bowden, R.",
        TITLE = "Hollywood 3D: What are the Best 3D Features for Action Recognition?",
        JOURNAL = IJCV,
        VOLUME = "121",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170914"}

@inproceedings{bb175376,
        AUTHOR = "Hadfield, S. and Bowden, R.",
        TITLE = "Hollywood 3D: Recognizing Actions in 3D Natural Scenes",
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        YEAR = "2013",
        PAGES = "3398-3405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170915"}

@article{bb175377,
        AUTHOR = "Idrees, H. and Zamir, A.R. and Jiang, Y.G. and Gorban, A. and Laptev, I. and Sukthankar, R. and Shah, M.",
        TITLE = "The THUMOS challenge on action recognition for videos 'in the wild'",
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@article{bb175378,
        AUTHOR = "Monfort, M. and Andonian, A. and Zhou, B.L. and Ramakrishnan, K. and Bargal, S.A. and Yan, T. and Brown, L. and Fan, Q.F. and Gutfreund, D. and Vondrick, C. and Oliva, A.",
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@article{bb175379,
        AUTHOR = "Pal, R. and Sekh, A.A. and Dogra, D.P. and Kar, S. and Roy, P.P. and Prasad, D.K.",
        TITLE = "Topic-Based Video Analysis: A Survey",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170918"}

@article{bb175380,
        AUTHOR = "Damen, D. and Doughty, H. and Farinella, G.M. and Fidler, S. and Furnari, A. and Kazakos, E. and Moltisanti, D. and Munro, J. and Perrett, T. and Price, W. and Wray, M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170919"}

@article{bb175381,
        AUTHOR = "Fernandes, J.M. and Silva, J.S. and Rodrigues, A. and Boavida, F.",
        TITLE = "A Survey of Approaches to Unobtrusive Sensing of Humans",
        JOURNAL = Surveys,
        VOLUME = "55",
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170920"}

@inproceedings{bb175382,
        AUTHOR = "Ong, K.E. and Ng, X.L. and Li, Y.C. and Ai, W.J. and Zhao, K. and Yeo, S.Y. and Liu, J.",
        TITLE = "Chaotic World: A Large and Challenging Benchmark for Human Behavior
Understanding in Chaotic Events",
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f727.html#TT170921"}

@string{VDU22 = "Video Action Detection: Analysing Limitations and Challenges"}

@inproceedings{bb175384,
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        TITLE = "Human Activity Recognition with IMU and Vital Signs Feature Fusion",
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        AUTHOR = "Patino, L. and Cane, T. and Vallee, A. and Ferryman, J.",
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        TITLE = "Video-based activity analysis using the L1 tracker on VIRAT data",
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@inproceedings{bb175389,
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@inproceedings{bb175393,
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        YEAR = "2008",
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@inproceedings{bb175394,
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        TITLE = "Spike train driven dynamical models for human actions",
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@inproceedings{bb175395,
        AUTHOR = "Raptis, M. and Wnuk, K. and Soatto, S.",
        TITLE = "Flexible dictionaries for action classification",
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@inproceedings{bb175396,
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@inproceedings{bb175397,
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A Survey And Human Computer Interaction Perspective",
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@inproceedings{bb175398,
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