@inproceedings{bb212900,
        AUTHOR = "Fernandez Caballero, A. and Castillo, J.C. and Rodriguez Sanchez, J.M.",
        TITLE = "A Proposal for Local and Global Human Activities Identification",
        BOOKTITLE = AMDO10,
        YEAR = "2010",
        PAGES = "78-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208200"}

@inproceedings{bb212901,
        AUTHOR = "Liu, Y. and Li, X. and Hu, W.M.",
        TITLE = "Semi-supervised Trajectory Learning Using a Multi-Scale Key Point Based
Trajectory Representation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3525-3528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208201"}

@inproceedings{bb212902,
        AUTHOR = "Zhao, H.Y. and Liu, Z.J.",
        TITLE = "Shape-Based Human Activity Recognition Using Edit Distance",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208202"}

@inproceedings{bb212903,
        AUTHOR = "Cilla, R. and Patricio, M.A. and Berlanga, A. and Molina, J.M.",
        TITLE = "Creating Human Activity Recognition Systems Using Pareto-based
Multiobjective Optimization",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "37-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208203"}

@inproceedings{bb212904,
        AUTHOR = "Chuang, J.H. and Lee, C.W. and Lo, K.H.",
        TITLE = "Human activity analysis based on a torso-less representation",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208204"}

@inproceedings{bb212905,
        AUTHOR = "Morris, B.T. and Trivedi, M.M.",
        TITLE = "An adaptive scene description for activity analysis in surveillance
video",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208205"}

@inproceedings{bb212906,
        AUTHOR = "Zhao, Z.P. and Elgammal, A.M.",
        TITLE = "Human activity recognition from frame's spatiotemporal representation",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208206"}

@inproceedings{bb212907,
        AUTHOR = "Herrera, A. and Beck, A. and Bell, D. and Miller, P. and Wu, Q. and Yan, W.",
        TITLE = "Behaviour Analysis and Prediction in Image Sequences Using Rough Sets",
        BOOKTITLE = IMVIP08,
        YEAR = "2008",
        PAGES = "71-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208207"}

@inproceedings{bb212908,
        AUTHOR = "Jain, V. and Singhal, A. and Luo, J.B.",
        TITLE = "Selective hidden random fields:
Exploiting domain-specific saliency for event classification",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208208"}

@inproceedings{bb212909,
        AUTHOR = "Seo, Y. and Sycara, K.",
        TITLE = "Combining multiple hypotheses for identifying human activities",
        BOOKTITLE = CMU-RI-TR,
        YEAR = "2006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208209"}

@inproceedings{bb212910,
        AUTHOR = "Colombo, C. and Comanducci, D. and del Bimbo, A.",
        TITLE = "Behavior monitoring through automatic analysis of video sequences",
        BOOKTITLE = CIVR07,
        YEAR = "2007",
        PAGES = "288-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208210"}

@inproceedings{bb212911,
        AUTHOR = "Colombo, C. and Comanducci, D. and del Bimbo, A.",
        TITLE = "Compact representation and probabilistic classification of human
actions in videos",
        BOOKTITLE = AVSBS07,
        YEAR = "2007",
        PAGES = "342-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208211"}

@inproceedings{bb212912,
        AUTHOR = "Wu, J.X. and Osuntogun, A. and Choudhury, T. and Philipose, M. and Rehg, J.M.",
        TITLE = "A Scalable Approach to Activity Recognition based on Object Use",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208212"}

@inproceedings{bb212913,
        AUTHOR = "Tavakkoli, A. and Kelley, R. and King, C. and Nicolescu, M. and Nicolescu, M. and Bebis, G.N.",
        TITLE = "A Visual Tracking Framework for Intent Recognition in Videos",
        BOOKTITLE = ISVC08,
        YEAR = "2008",
        PAGES = "I: 450-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208213"}

@inproceedings{bb212914,
        AUTHOR = "Tavakkoli, A. and Kelley, R. and King, C. and Nicolescu, M. and Nicolescu, M. and Bebis, G.N.",
        TITLE = "A Vision-Based Architecture for Intent Recognition",
        BOOKTITLE = ISVC07,
        YEAR = "2007",
        PAGES = "II: 173-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208214"}

@inproceedings{bb212915,
        AUTHOR = "Moreno, P. and Ribeiro, P.C. and Santos Victor, J.",
        TITLE = "Feature Selection for Tracker-Less Human Activity Recognition",
        BOOKTITLE = ICIAR11,
        YEAR = "2011",
        PAGES = "I: 152-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208215"}

@inproceedings{bb212916,
        AUTHOR = "Ribeiro, P.C. and Moreno, P. and Santos Victor, J.",
        TITLE = "Boosting with Temporal Consistent Learners:
An Application to Human Activity Recognition",
        BOOKTITLE = ISVC07,
        YEAR = "2007",
        PAGES = "I: 464-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208216"}

@inproceedings{bb212917,
        AUTHOR = "Biswas, R. and Thrun, S. and Fujimura, K.",
        TITLE = "Recognizing Activities with Multiple Cues",
        BOOKTITLE = HUMO07,
        YEAR = "2007",
        PAGES = "255-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208217"}

@inproceedings{bb212918,
        AUTHOR = "Ning, H.Z. and Hu, Y.X. and Huang, T.S.",
        TITLE = "Searching Human Behaviors using Spatial-Temporal Words",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "VI: 337-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208218"}

@inproceedings{bb212919,
        AUTHOR = "Thurau, C.",
        TITLE = "Behavior Histograms for Action Recognition and Human Detection",
        BOOKTITLE = HUMO07,
        YEAR = "2007",
        PAGES = "299-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208219"}

@inproceedings{bb212920,
        AUTHOR = "Thurau, C. and Hlavac, V.",
        TITLE = "n-Grams of Action Primitives for Recognizing Human Behavior",
        BOOKTITLE = CAIP07,
        YEAR = "2007",
        PAGES = "93-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208220"}

@inproceedings{bb212921,
        AUTHOR = "Watanabe, K. and Izumi, K. and Shibayama, K. and Kamohara, K.",
        TITLE = "An Approach to Estimating Human Behaviors by Using an Active Vision
Head",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208221"}

@inproceedings{bb212922,
        AUTHOR = "Carter, N.L. and Young, D. and Ferryman, J.M.",
        TITLE = "A Combined Bayesian Markovian Approach for Behaviour Recognition",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 761-764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208222"}

@inproceedings{bb212923,
        AUTHOR = "Carter, N.L. and Young, D. and Ferryman, J.M.",
        TITLE = "Supplementing Markov Chains with Additional Features for Behavioural
Analysis",
        BOOKTITLE = AVSBS06,
        YEAR = "2006",
        PAGES = "65-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208223"}

@inproceedings{bb212924,
        AUTHOR = "Yi, W.L. and Ballard, D.H.",
        TITLE = "Behavior Recognition in Human Object Interactions with a Task Model",
        BOOKTITLE = AVSBS06,
        YEAR = "2006",
        PAGES = "64-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208224"}

@inproceedings{bb212925,
        AUTHOR = "Li, H.P. and Hu, Z.Y. and Wu, Y.H. and Wu, F.C.",
        TITLE = "Behavior Modeling and Recognition Based on Space-Time Image Features",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 243-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208225"}

@inproceedings{bb212926,
        AUTHOR = "Xu, J.Y. and Sung, A.H. and Liu, Q.Z.",
        TITLE = "Tree Based Behavior Monitoring for Adaptive Fraud Detection",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 1208-1211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208226"}

@inproceedings{bb212927,
        AUTHOR = "Tran, D.T. and Phung, D.Q.",
        TITLE = "A probabilistic model with parsinomious representation for sensor
fusion in recognizing activity in pervasive environment",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 168-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208227"}

@inproceedings{bb212928,
        AUTHOR = "Ebadollahi, S. and Xie, L.X. and Abreu, A. and Podlaseck, M. and Chang, S.F. and Smith, J.R.",
        TITLE = "Exploring the Dynamics of Visual Events in the Multi-dimensional
Semantic Concept Space",
        BOOKTITLE = CIVR06,
        YEAR = "2006",
        PAGES = "503-505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208228"}

@inproceedings{bb212929,
        AUTHOR = "Kitani, K.M. and Sato, Y. and Sugimoto, A.",
        TITLE = "Recovering the Basic Structure of Human Activities from a Video-Based
Symbol String",
        BOOKTITLE = Motion07,
        YEAR = "2007",
        PAGES = "9-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208229"}

@inproceedings{bb212930,
        AUTHOR = "Kitani, K.M. and Sato, Y. and Sugimoto, A.",
        TITLE = "Deleted Interpolation Using a Hierarchical Bayesian Grammar Network for
Recognizing Human Activity",
        BOOKTITLE = PETS05,
        YEAR = "2005",
        PAGES = "239-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208230"}

@inproceedings{bb212931,
        AUTHOR = "Zou, X.T. and Bhanu, B.",
        TITLE = "Human Activity Classification Based on Gait Energy Image and
Coevolutionary Genetic Programming",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 556-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208231"}

@inproceedings{bb212932,
        AUTHOR = "Zou, X.T. and Bhanu, B.",
        TITLE = "Tracking Humans using Multi-modal Fusion",
        BOOKTITLE = OTCBVS05,
        YEAR = "2005",
        PAGES = "III: 4-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208232"}

@inproceedings{bb212933,
        AUTHOR = "Bhanu, B. and Zou, X.T.",
        TITLE = "Moving Humans Detection Based on Multi-Modal Sensor Fusion",
        BOOKTITLE = OTCBVS04,
        YEAR = "2004",
        PAGES = "136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208233"}

@inproceedings{bb212934,
        AUTHOR = "Dollar, P. and Rabaud, V. and Cottrell, G.W. and Belongie, S.J.",
        TITLE = "Behavior recognition via sparse spatio-temporal features",
        BOOKTITLE = PETS05,
        YEAR = "2005",
        PAGES = "65-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208234"}

@inproceedings{bb212935,
        AUTHOR = "Vincze, M. and Ponweiser, W. and Zillich, M.",
        TITLE = "Contextual Coordination in a Cognitive Vision System for Symbolic
Activity Interpretation",
        BOOKTITLE = CVS06,
        YEAR = "2006",
        PAGES = "12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208235"}

@inproceedings{bb212936,
        AUTHOR = "Sukthankar, G.",
        TITLE = "Activity Recognition for Physically-Embodied Agent Teams",
        BOOKTITLE = CMU-RI-TR,
        YEAR = "2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208236"}

@inproceedings{bb212937,
        AUTHOR = "Min, J.H. and Kasturi, R.",
        TITLE = "Activity recognition based on multiple motion trajectories",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 199-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208237"}

@inproceedings{bb212938,
        AUTHOR = "Chomat, O. and Crowley, J.L.",
        TITLE = "A Probabilistic Sensor for the Perception of Activities",
        BOOKTITLE = AFGR00,
        YEAR = "2000",
        PAGES = "314-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208238"}

@inproceedings{bb212939,
        AUTHOR = "Chomat, O. and Crowley, J.L.",
        TITLE = "Probabilistic Recognition of Activity Using Local Appearance",
        BOOKTITLE = CVPR99,
        YEAR = "1999",
        PAGES = "II: 104-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208239"}

@inproceedings{bb212940,
        AUTHOR = "Chomat, O. and Martin, J. and Crowley, J.L.",
        TITLE = "A Probabilistic Sensor for the Perception and the Recognition of
Activities",
        BOOKTITLE = ECCV00,
        YEAR = "2000",
        PAGES = "I: 487-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208240"}

@inproceedings{bb212941,
        AUTHOR = "Eagle, N. and Pentland, A.P.",
        TITLE = "Eigenbehaviors: Identifying Structure in Routine",
        BOOKTITLE = Vismod,
        YEAR = "2006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208241"}

@inproceedings{bb212942,
        AUTHOR = "Davis, L.S. and Chellappa, R. and Yacoob, Y. and Zheng, Q.F.",
        TITLE = "Visual Surveillance and Monitoring of Human and Vehicular Activity",
        BOOKTITLE = DARPA97,
        YEAR = "1997",
        PAGES = "19-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208242"}

@inproceedings{bb212943,
        AUTHOR = "Pentland, A.P. and Liu, A.",
        TITLE = "Modeling and Prediction of Human Behavior",
        BOOKTITLE = DARPA97,
        YEAR = "1997",
        PAGES = "201 206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208243"}

@inproceedings{bb212944,
        AUTHOR = "Liu, A. and Pentland, A.P.",
        TITLE = "Modeling and Prediction of Human Behavior",
        BOOKTITLE = Vismod,
        YEAR = "1997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208243"}

@inproceedings{bb212945,
        AUTHOR = "Goddard, N.",
        TITLE = "Human Activity Recognition",
        BOOKTITLE = MBR97,
        YEAR = "1997",
        PAGES = "Chapter 7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208244"}

@inproceedings{bb212946,
        AUTHOR = "Sun, X.D. and Chen, C.W. and Manjunath, B.S.",
        TITLE = "Probabilistic motion parameter models for human activity recognition",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 443-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208245"}

@inproceedings{bb212947,
        AUTHOR = "Sun, X.D. and Manjunath, B.S.",
        TITLE = "Panoramic capturing and recognition of human activity",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "II: 813-816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208246"}

@inproceedings{bb212948,
        AUTHOR = "Ali, A. and Aggarwal, J.K.",
        TITLE = "Segmentation and Recognition of Continuous Human Activity",
        BOOKTITLE = EventVideo01,
        YEAR = "2001",
        PAGES = "28-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742av1.html#TT208247"}

@article{bb212949,
        AUTHOR = "Fernandez, C. and Baiget, P. and Roca, F.X. and Gonzalez, J.",
        TITLE = "Interpretation of complex situations in a semantic-based surveillance
framework",
        JOURNAL = SP:IC,
        VOLUME = "23",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "August",
        PAGES = "554-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208248"}

@inproceedings{bb212950,
        AUTHOR = "Baiget, P. and Fernandez, C. and Roca, F.X. and Gonzalez, J.",
        TITLE = "Automatic Learning of Conceptual Knowledge in Image Sequences for Human
Behavior Interpretation",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "I: 507-514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208249"}

@article{bb212951,
        AUTHOR = "Rowe, D. and Gonzalez, J. and Pedersoli, M. and Villanueva, J.J.",
        TITLE = "On tracking inside groups",
        JOURNAL = MVA,
        VOLUME = "21",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208250"}

@inproceedings{bb212952,
        AUTHOR = "Rowe, D. and Gonzalez, J. and Huerta, I. and Villanueva, J.J.",
        TITLE = "On Reasoning over Tracking Events",
        BOOKTITLE = SCIA07,
        YEAR = "2007",
        PAGES = "502-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208251"}

@inproceedings{bb212953,
        AUTHOR = "Rius, I. and Rowe, D. and Gonzalez, J. and Roca, F.X.",
        TITLE = "A 3D Dynamic Model of Human Actions for Probabilistic Image Tracking",
        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
        PAGES = "I:529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208252"}

@inproceedings{bb212954,
        AUTHOR = "Fernandez, C. and Gonzalez, J. and Roca, F.X.",
        TITLE = "Automatic Learning of Background Semantics in Generic Surveilled Scenes",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 678-692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208253"}

@article{bb212955,
        AUTHOR = "Zhang, Z. and Tan, T.N. and Huang, K.Q.",
        TITLE = "An Extended Grammar System for Learning and Recognizing Complex Visual
Events",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "240-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208254"}

@inproceedings{bb212956,
        AUTHOR = "Zhang, Z. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Complex Activity Representation and Recognition by Extended Stochastic
Grammar",
        BOOKTITLE = ACCV06,
        YEAR = "2006",
        PAGES = "I:150-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208255"}

@inproceedings{bb212957,
        AUTHOR = "Zhang, Z. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Multi-thread Parsing for Recognizing Complex Events in Videos",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 738-751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208256"}

@inproceedings{bb212958,
        AUTHOR = "Xin, L. and Tan, T.N.",
        TITLE = "Semi-supervised Learning on Semantic Manifold for Event Analysis in
Dynamic Scenes",
        BOOKTITLE = VS07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208257"}

@inproceedings{bb212959,
        AUTHOR = "Xin, L. and Tan, T.N.",
        TITLE = "From Motion Patterns to Visual Concepts for Event Analysis in Dynamic
Scenes",
        BOOKTITLE = ACCV06,
        YEAR = "2006",
        PAGES = "I:826-835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208258"}

@inproceedings{bb212960,
        AUTHOR = "Xin, L. and Tan, T.N.",
        TITLE = "Ontology-based hierarchical conceptual model for semantic
representation of events in dynamic scenes",
        BOOKTITLE = PETS05,
        YEAR = "2005",
        PAGES = "57-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208259"}

@article{bb212961,
        AUTHOR = "Bandouch, J. and Jenkins, O.C. and Beetz, M.",
        TITLE = "A Self-Training Approach for Visual Tracking and Recognition of Complex
Human Activity Patterns",
        JOURNAL = IJCV,
        VOLUME = "99",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "166-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208260"}

@article{bb212962,
        AUTHOR = "Nayak, N.M. and Zhu, Y.Y. and Roy Chowdhury, A.K.",
        TITLE = "Vector field analysis for multi-object behavior modeling",
        JOURNAL = IVC,
        VOLUME = "31",
        YEAR = "2013",
        NUMBER = "6-7",
        MONTH = "June",
        PAGES = "460-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208261"}

@inproceedings{bb212963,
        AUTHOR = "Nayak, N.M. and Kamal, A.T. and Roy Chowdhury, A.K.",
        TITLE = "Vector field analysis for motion pattern identification in video",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "2089-2092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208262"}

@inproceedings{bb212964,
        AUTHOR = "Nayak, N.M. and Roy Chowdhury, A.K.",
        TITLE = "Learning a sparse dictionary of video structure for activity modeling",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4892-4896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208263"}

@inproceedings{bb212965,
        AUTHOR = "Nayak, N.M. and Song, B. and Roy Chowdhury, A.K.",
        TITLE = "Dynamic modeling of streaklines for motion pattern analysis in video",
        BOOKTITLE = MLVMA11,
        YEAR = "2011",
        PAGES = "39-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208264"}

@article{bb212966,
        AUTHOR = "Zhu, Y.Y. and Nayak, N.M. and Roy Chowdhury, A.K.",
        TITLE = "Context-Aware Activity Modeling Using Hierarchical Conditional Random
Fields",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1360-1372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208265"}

@inproceedings{bb212967,
        AUTHOR = "Zhu, Y.Y. and Nayak, N.M. and Roy Chowdhury, A.K.",
        TITLE = "Context-Aware Modeling and Recognition of Activities in Video",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2491-2498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208266"}

@article{bb212968,
        AUTHOR = "Kamishima, Y. and Inoue, N. and Shinoda, K.",
        TITLE = "Event detection in consumer videos using GMM supervectors and SVMs",
        JOURNAL = JIVP,
        VOLUME = "2013",
        YEAR = "2013",
        NUMBER = "1",
        PAGES = "51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208267"}

@inproceedings{bb212969,
        AUTHOR = "Kamishima, Y. and Inoue, N. and Shinoda, K. and Sato, S.",
        TITLE = "Multimedia event detection using GMM supervectors and SVMS",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "3089-3092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208268"}

@article{bb212970,
        AUTHOR = "Tong, W. and Yang, Y. and Jiang, L. and Yu, S.I. and Lan, Z.Z. and Ma, Z.G. and Sze, W. and Younessian, E. and Hauptmann, A.G.",
        TITLE = "E-LAMP: integration of innovative ideas for multimedia event detection",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "5-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208269"}

@article{bb212971,
        AUTHOR = "Wang, S. and Ma, Z.G. and Yang, Y. and Li, X. and Pang, C.Y. and Hauptmann, A.G.",
        TITLE = "Semi-Supervised Multiple Feature Analysis for Action Recognition",
        JOURNAL = MultMed,
        VOLUME = "16",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "289-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208270"}

@inproceedings{bb212972,
        AUTHOR = "Xu, Z.W. and Tsang, I.W. and Yang, Y. and Ma, Z.G. and Hauptmann, A.G.",
        TITLE = "Event Detection Using Multi-level Relevance Labels and Multiple
Features",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "97-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208271"}

@inproceedings{bb212973,
        AUTHOR = "Yang, Y. and Ma, Z.G. and Xu, Z.W. and Yan, S.C. and Hauptmann, A.G.",
        TITLE = "How Related Exemplars Help Complex Event Detection in Web Videos?",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2104-2111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208272"}

@article{bb212974,
        AUTHOR = "Ma, Z.G. and Yang, Y. and Nie, F.P. and Sebe, N. and Yan, S.C. and Hauptmann, A.G.",
        TITLE = "Harnessing Lab Knowledge for Real-World Action Recognition",
        JOURNAL = IJCV,
        VOLUME = "109",
        YEAR = "2014",
        NUMBER = "1-2",
        MONTH = "August",
        PAGES = "60-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208273"}

@article{bb212975,
        AUTHOR = "Zhu, L.C. and Xu, Z.W. and Yang, Y. and Hauptmann, A.G.",
        TITLE = "Uncovering the Temporal Context for Video Question Answering",
        JOURNAL = IJCV,
        VOLUME = "124",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "409-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208274"}

@inproceedings{bb212976,
        AUTHOR = "Zhu, L.C. and Xu, Z.W. and Yang, Y.",
        TITLE = "Bidirectional Multirate Reconstruction for Temporal Modeling in
Videos",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1339-1348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208275"}

@inproceedings{bb212977,
        AUTHOR = "Xu, Z.W. and Yang, Y. and Tsang, I. and Sebe, N. and Hauptmann, A.G.",
        TITLE = "Feature Weighting via Optimal Thresholding for Video Analysis",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "3440-3447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208276"}

@inproceedings{bb212978,
        AUTHOR = "Ma, Z.G. and Yang, Y. and Xu, Z.W. and Yan, S.C. and Sebe, N. and Hauptmann, A.G.",
        TITLE = "Complex Event Detection via Multi-source Video Attributes",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2627-2633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208277"}

@inproceedings{bb212979,
        AUTHOR = "Lan, Z.Z. and Bao, L. and Yu, S.I. and Liu, W. and Hauptmann, A.G.",
        TITLE = "Double Fusion for Multimedia Event Detection",
        BOOKTITLE = MMMod12,
        YEAR = "2012",
        PAGES = "173-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208278"}

@article{bb212980,
        AUTHOR = "Yan, Y. and Yang, Y. and Meng, D. and Liu, G. and Tong, W. and Hauptmann, A.G. and Sebe, N.",
        TITLE = "Event Oriented Dictionary Learning for Complex Event Detection",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1867-1878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208279"}

@article{bb212981,
        AUTHOR = "Wang, L.M. and Qiao, Y. and Tang, X.",
        TITLE = "Latent Hierarchical Model of Temporal Structure for Complex Activity
Classification",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "810-822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208280"}

@article{bb212982,
        AUTHOR = "Li, K. and Fu, Y.",
        TITLE = "Prediction of Human Activity by Discovering Temporal Sequence
Patterns",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1644-1657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208281"}

@inproceedings{bb212983,
        AUTHOR = "Li, K. and Hu, J. and Fu, Y.",
        TITLE = "Modeling Complex Temporal Composition of Actionlets for Activity
Prediction",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "I: 286-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208282"}

@article{bb212984,
        AUTHOR = "Bhattacharya, S. and Mehran, R. and Sukthankar, R. and Shah, M.",
        TITLE = "Classification of Cinematographic Shots Using Lie Algebra and its
Application to Complex Event Recognition",
        JOURNAL = MultMed,
        VOLUME = "16",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "686-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208283"}

@inproceedings{bb212985,
        AUTHOR = "Borzeshi, E.Z. and Dehghan, A. and Piccardi, M. and Shah, M.",
        TITLE = "Complex event recognition by latent temporal models of concepts",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2373-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208284"}

@article{bb212986,
        AUTHOR = "Vo, N.N. and Bobick, A.F.",
        TITLE = "Sequential Interval Network for parsing complex structured activity",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "147-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208285"}

@article{bb212987,
        AUTHOR = "Stein, S. and McKenna, S.J.",
        TITLE = "Recognising complex activities with histograms of relative tracklets",
        JOURNAL = CVIU,
        VOLUME = "154",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "82-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208286"}

@article{bb212988,
        AUTHOR = "Li, W.X. and Vasconcelos, N.M.",
        TITLE = "Complex Activity Recognition Via Attribute Dynamics",
        JOURNAL = IJCV,
        VOLUME = "122",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "334-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208287"}

@inproceedings{bb212989,
        AUTHOR = "Li, W.X. and Yu, Q. and Divakaran, A. and Vasconcelos, N.M.",
        TITLE = "Dynamic Pooling for Complex Event Recognition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2728-2735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208288"}

@inproceedings{bb212990,
        AUTHOR = "Li, W.X. and Yu, Q. and Sawhney, H. and Vasconcelos, N.M.",
        TITLE = "Recognizing Activities via Bag of Words for Attribute Dynamics",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2587-2594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208289"}

@article{bb212991,
        AUTHOR = "Liu, L. and Wang, S. and Su, G.X. and Huang, Z.G. and Liu, M.",
        TITLE = "Towards complex activity recognition using a Bayesian network-based
probabilistic generative framework",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "295-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208290"}

@article{bb212992,
        AUTHOR = "Liu, L. and Wang, S. and Hu, B. and Qiong, Q.Y. and Wen, J.H. and Rosenblum, D.S.",
        TITLE = "Learning structures of interval-based Bayesian networks in
probabilistic generative model for human complex activity recognition",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "545-561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208291"}

@article{bb212993,
        AUTHOR = "Qi, S.Y. and Jia, B.X. and Huang, S.Y. and Wei, P. and Zhu, S.C.",
        TITLE = "A Generalized Earley Parser for Human Activity Parsing and Prediction",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2538-2554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208292"}

@article{bb212994,
        AUTHOR = "Ma, L. and Zheng, Y.H. and Zhang, Z. and Yao, Y.Z. and Fan, X.J. and Ye, Q.L.",
        TITLE = "Motion Stimulation for Compositional Action Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2061-2074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208293"}

@article{bb212995,
        AUTHOR = "Liu, Y. and Liu, F. and Jiao, L.C. and Bao, Q.Y. and Li, S. and Li, L.L. and Liu, X.",
        TITLE = "Knowledge-Driven Compositional Action Recognition",
        JOURNAL = PR,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "111452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208294"}

@article{bb212996,
        AUTHOR = "Wang, H. and Liu, F. and Jiao, L.C. and Wang, J.H. and Li, S. and Li, L.L. and Chen, P. and Liu, X. and Ma, W.P.",
        TITLE = "VLPA-CLIP: Video Language Prompting and Adapting CLIP for efficient
video action recognition",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208295"}

@article{bb212997,
        AUTHOR = "Lei, J.M. and Wu, S.J. and Li, L. and Chen, L. and Xiao, J. and Yang, Y. and Chen, L.",
        TITLE = "Knowledge Integration for Grounded Situation Recognition",
        JOURNAL = PR,
        VOLUME = "167",
        YEAR = "2025",
        PAGES = "111766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208296"}

@article{bb212998,
        AUTHOR = "Xie, Z. and Lu, L.S. and Wu, K.W. and Kan, Z. and Yang, X.M. and Guo, D.",
        TITLE = "Instructive Probabilistic Transformer for Complex Action Recognition",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7729-7743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208297"}

@article{bb212999,
        AUTHOR = "Huang, P. and Ge, W.X. and Yan, H. and Zhao, H.H. and Shu, X.B.",
        TITLE = "SODA: Structural Pre-Decoupling and Co-Aligning for Video
Compositional Representation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4049-4053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cx3.html#TT208298"}