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        AUTHOR = "Chen, J.Y. and Wang, Z.Y. and Zeng, K.L. and He, Z. and Xiong, Z.X.",
        TITLE = "Rethinking Lightweight:
Multiple Angle Strategy for Efficient Video Action Recognition",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "498-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212880"}

@article{bb217601,
        AUTHOR = "Xie, Y.F. and Xie, L.P. and Lu, Y. and Chen, J.J. and Lu, H.M.",
        TITLE = "Feature-constrained consistency learning for multi-view online action
detection",
        JOURNAL = PR,
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        YEAR = "2026",
        PAGES = "114399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212881"}

@inproceedings{bb217602,
        AUTHOR = "Luo, M. and Xue, Z. and Dimakis, A. and Grauman, K.",
        TITLE = "Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for
View-invariant Representation Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15802-15812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212882"}

@inproceedings{bb217603,
        AUTHOR = "Dave, I. and Scheffer, Z. and Kumar, A. and Shiraz, S. and Rawat, Y.S. and Shah, M.",
        TITLE = "GabriellaV2: Towards better generalization in surveillance videos for
Action Detection",
        BOOKTITLE = Activity22,
        YEAR = "2022",
        PAGES = "122-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212883"}

@inproceedings{bb217604,
        AUTHOR = "Zhang, C.K. and Zheng, H.C. and Lai, J.H.",
        TITLE = "Cross-view Action Recognition via Dual-Codebook and Hierarchical
Transfer Framework",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "V: 579-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212884"}

@inproceedings{bb217605,
        AUTHOR = "Wang, J. and Nie, X.H. and Xia, Y. and Wu, Y. and Zhu, S.C.",
        TITLE = "Cross-View Action Modeling, Learning, and Recognition",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2649-2656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212885"}

@inproceedings{bb217606,
        AUTHOR = "Zhang, L.F. and Tang, S. and Singhal, S. and Ding, G.Y.",
        TITLE = "Multi-view Action Synchronization in Complex Background",
        BOOKTITLE = MMMod14,
        YEAR = "2014",
        PAGES = "II: 151-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212886"}

@inproceedings{bb217607,
        AUTHOR = "Mahasseni, B. and Todorovic, S.",
        TITLE = "Regularizing Long Short Term Memory with 3D Human-Skeleton Sequences
for Action Recognition",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3054-3062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212887"}

@inproceedings{bb217608,
        AUTHOR = "Mahasseni, B. and Todorovic, S.",
        TITLE = "Latent Multitask Learning for View-Invariant Action Recognition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "3128-3135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212888"}

@inproceedings{bb217609,
        AUTHOR = "Qin, J. and Zhang, Z.X. and Wang, Y.H.",
        TITLE = "Cross-view action recognition via transductive transfer learning",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3582-3586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212889"}

@inproceedings{bb217610,
        AUTHOR = "Tseng, W.S. and Hsu, L.K. and Kang, L.W. and Wang, Y.C.A.F.",
        TITLE = "Cross-view action recognition via low-rank based domain adaptation",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3244-3248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212890"}

@inproceedings{bb217611,
        AUTHOR = "Karthikeyan, S. and Gaur, U. and Manjunath, B.S. and Grafton, S.",
        TITLE = "Probabilistic subspace-based learning of shape dynamics modes for
multi-view action recognition",
        BOOKTITLE = PEAction11,
        YEAR = "2011",
        PAGES = "1282-1286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212891"}

@inproceedings{bb217612,
        AUTHOR = "Gong, D. and Medioni, G.",
        TITLE = "Dynamic Manifold Warping for view invariant action recognition",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "571-578",
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@inproceedings{bb217613,
        AUTHOR = "Kakarala, R. and Kaliamoorthi, P. and Li, W.Q.",
        TITLE = "Viewpoint invariants from three-dimensional data:
The role of reflection in human activity understanding",
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        YEAR = "2011",
        PAGES = "57-62",
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@inproceedings{bb217614,
        AUTHOR = "Minnehan, B. and Spang, H. and Savakis, A.E.",
        TITLE = "Robust and Efficient Tracker Using Dictionary of Binary Descriptors and
Locality Constraints",
        BOOKTITLE = ISVC14,
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212894"}

@inproceedings{bb217615,
        AUTHOR = "Azary, S. and Savakis, A.E.",
        TITLE = "A spatiotemporal descriptor based on radial distances and 3D joint
tracking for action classification",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "769-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212895"}

@inproceedings{bb217616,
        AUTHOR = "Azary, S. and Savakis, A.E.",
        TITLE = "3D Action Classification Using Sparse Spatio-temporal Feature
Representations",
        BOOKTITLE = ISVC12,
        YEAR = "2012",
        PAGES = "II: 166-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212896"}

@inproceedings{bb217617,
        AUTHOR = "Azary, S. and Savakis, A.E.",
        TITLE = "View Invariant Activity Recognition with Manifold Learning",
        BOOKTITLE = ISVC10,
        YEAR = "2010",
        PAGES = "II: 606-615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212897"}

@inproceedings{bb217618,
        AUTHOR = "Kholgade, N. and Savakis, A.E.",
        TITLE = "Human Activity Recognition Using the 4D Spatiotemporal Shape Context
Descriptor",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
        PAGES = "II: 357-366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212898"}

@inproceedings{bb217619,
        AUTHOR = "Huang, F.Y. and Xu, G.Y.",
        TITLE = "Viewpoint Insensitive Action Recognition Using Envelop Shape",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 477-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212899"}

@inproceedings{bb217620,
        AUTHOR = "Zhang, Y.Y. and Huang, K.Q. and Huang, Y.Z. and Tan, T.N.",
        TITLE = "View-invariant action recognition using cross ratios across frames",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "3549-3552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212900"}

@inproceedings{bb217621,
        AUTHOR = "Wang, S.Q. and Huang, K.Q. and Tan, T.N.",
        TITLE = "A compact optical flow based motion representation for real-time action
recognition in surveillance scenes",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1121-1124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212901"}

@inproceedings{bb217622,
        AUTHOR = "Wang, Y. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Abnormal Activity Recognition in Office Based on R Transform",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "I: 341-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212902"}

@inproceedings{bb217623,
        AUTHOR = "Wang, Y. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Group Activity Recognition Based on ARMA Shape Sequence Modeling",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "III: 209-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212903"}

@inproceedings{bb217624,
        AUTHOR = "Wang, Y. and Huang, K.Q. and Tan, T.N.",
        TITLE = "Human Activity Recognition Based on R Transform",
        BOOKTITLE = VS07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212904"}

@inproceedings{bb217625,
        AUTHOR = "Kulkarni, K. and Cherla, S. and Kale, A. and Ramasubramanian, V.",
        TITLE = "A framework for indexing human actions in video",
        BOOKTITLE = MLMotion08,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212905"}

@inproceedings{bb217626,
        AUTHOR = "Cherla, S. and Kulkarni, K. and Kale, A. and Ramasubramanian, V.",
        TITLE = "Towards fast, view-invariant human action recognition",
        BOOKTITLE = CVPR4HB08,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212906"}

@inproceedings{bb217627,
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        PAGES = "64-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742v1.html#TT212907"}

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        AUTHOR = "Yamamoto, M. and Sato, A. and Kawada, S. and Kondo, T. and Osaki, Y.",
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@article{bb217630,
        AUTHOR = "Tao, J. and Tan, Y.P.",
        TITLE = "A probabilistic approach to incorporating domain knowledge for
closed-room people monitoring",
        JOURNAL = SP:IC,
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        NUMBER = "10",
        MONTH = "December",
        PAGES = "959-974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212910"}

@inproceedings{bb217631,
        AUTHOR = "Tao, J. and Tan, Y.P.",
        TITLE = "People monitoring using face recognition with observation constraints",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "III: 1437-1440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212911"}

@article{bb217632,
        AUTHOR = "Peursum, P. and Bui, H.H. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Robust Recognition and Segmentation of Human Actions Using HMMs with
Missing Observations",
        JOURNAL = JASP,
        VOLUME = "2005",
        YEAR = "2005",
        NUMBER = "13",
        PAGES = "2110-2126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212912"}

@inproceedings{bb217633,
        AUTHOR = "Peursum, P. and Bui, H.H. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Human action segmentation via controlled use of missing data in HMMs",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 440-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212913"}

@article{bb217634,
        AUTHOR = "Peursum, P. and Venkatesh, S. and West, G.A.W.",
        TITLE = "A Study on Smoothing for Particle-Filtered 3D Human Body Tracking",
        JOURNAL = IJCV,
        VOLUME = "87",
        YEAR = "2010",
        NUMBER = "1-2",
        MONTH = "March",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212914"}

@inproceedings{bb217635,
        AUTHOR = "Peursum, P. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Tracking-as-Recognition for Articulated Full-Body Human Motion Analysis",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212915"}

@inproceedings{bb217636,
        AUTHOR = "Peursum, P. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Observation-Switching Linear Dynamic Systems for Tracking Humans
Through Unexpected Partial Occlusions by Scene Objects",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 929-934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212916"}

@inproceedings{bb217637,
        AUTHOR = "Peursum, P. and West, G.A.W. and Venkatesh, S.",
        TITLE = "Combining Image Regions and Human Activity for Indirect Object
Recognition in Indoor Wide-Angle Views",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 82-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212917"}

@inproceedings{bb217638,
        AUTHOR = "Lu, Y. and Li, L. and Peursum, P.",
        TITLE = "Background Suppression for Building Accurate Appearance Models in Human
Motion Tracking",
        BOOKTITLE = DICTA12,
        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212918"}

@inproceedings{bb217639,
        AUTHOR = "Truyen, T.T. and Phung, D.Q. and Venkatesh, S. and Bui, H.H.",
        TITLE = "AdaBoost.MRF: Boosted Markov Random Forests and Application to
Multilevel Activity Recognition",
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        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212919"}

@article{bb217640,
        AUTHOR = "McKenna, S.J. and Nait Charif, H.",
        TITLE = "Tracking human motion using auxiliary particle filters and iterated
likelihood weighting",
        JOURNAL = IVC,
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        PAGES = "852-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212920"}

@inproceedings{bb217641,
        AUTHOR = "McKenna, S.J. and Nait Charif, H.",
        TITLE = "Learning spatial context from tracking using penalised likelihoods",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212921"}

@article{bb217642,
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        TITLE = "Activity Recognition of Assembly Tasks Using Body-Worn Microphones and
Accelerometers",
        JOURNAL = PAMI,
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "1553-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212922"}

@article{bb217643,
        AUTHOR = "Zhou, Z. and Chen, X. and Chung, Y.C. and He, Z.H. and Han, T.X. and Keller, J.M.",
        TITLE = "Activity Analysis, Summarization, and Visualization for Indoor Human
Activity Monitoring",
        JOURNAL = CirSysVideo,
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        NUMBER = "11",
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        PAGES = "1489-1498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212923"}

@article{bb217644,
        AUTHOR = "Hsu, W.L. and Hsiao, C.C. and Chang, Y.L. and Chen, T.L.",
        TITLE = "Vision-based monitoring method using gray relational analysis",
        JOURNAL = IET-CV,
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@article{bb217645,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212925"}

@inproceedings{bb217646,
        AUTHOR = "Guomundsson, S.A. and Larsen, R. and Aanaes, H. and Pardas, M. and Casas, J.R.",
        TITLE = "ToF imaging in Smart room environments towards improved people tracking",
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        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212926"}

@article{bb217647,
        AUTHOR = "Kosmopoulos, D.I. and Doulamis, N.D. and Voulodimos, A.S.",
        TITLE = "Bayesian filter based behavior recognition in workflows allowing for
user feedback",
        JOURNAL = CVIU,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212927"}

@inproceedings{bb217648,
        AUTHOR = "Voulodimos, A.S. and Doulamis, A.D. and Kosmopoulos, D.I. and Varvarigou, T.A.",
        TITLE = "Video summarization guiding evaluative rectification for industrial
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@inproceedings{bb217649,
        AUTHOR = "Doulamis, A.D. and Voulodimos, A.S. and Kosmopoulos, D.I. and Varvarigou, T.A.",
        TITLE = "Enhanced human behavior recognition using HMM and evaluative
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@inproceedings{bb217650,
        AUTHOR = "Kosmopoulos, D.I. and Voulodimos, A.S. and Varvarigou, T.A.",
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@article{bb217651,
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@article{bb217652,
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@article{bb217653,
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@article{bb217657,
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@inproceedings{bb217658,
        AUTHOR = "Herzog, D.L. and Kruger, V. and Grest, D.",
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An HMM-Based Analysis to Optimize the Performance",
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@article{bb217662,
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With Description Logic",
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@article{bb217663,
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view",
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@article{bb217664,
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        TITLE = "Audiovisual Speech Source Separation:
An overview of key methodologies",
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@article{bb217665,
        AUTHOR = "Xue, Y. and Hu, Y.Q. and Jin, L.W.",
        TITLE = "Activity Recognition Based on an Accelerometer in a Smartphone Using an
FFT-Based New Feature and Fusion Methods",
        JOURNAL = IEICE,
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        PAGES = "2182-2186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212945"}

@article{bb217666,
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Quantitative Analysis and HCI Applications in Smart Environments",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212946"}

@article{bb217667,
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@article{bb217668,
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@article{bb217669,
        AUTHOR = "Benmansour, A. and Bouchachia, A. and Feham, M.",
        TITLE = "Multioccupant Activity Recognition in Pervasive Smart Home Environments",
        JOURNAL = Surveys,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212949"}

@article{bb217670,
        AUTHOR = "Woo, D.N. and Aygun, R.S.",
        TITLE = "Unsupervised Speaker Identification for TV News",
        JOURNAL = MultMedMag,
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Toward a Healthier Workplace",
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@article{bb217672,
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        TITLE = "Automated Online Exam Proctoring",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212952"}

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        JOURNAL = MultMedMag,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212953"}

@inproceedings{bb217674,
        AUTHOR = "Nida, N. and Yousaf, M.H. and Irtaza, A. and Velastin, S.A.",
        TITLE = "Bag of Deep Features for Instructor Activity Recognition in Lecture
Room",
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@article{bb217675,
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a video classification framework",
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@article{bb217676,
        AUTHOR = "Saini, M.K. and Goel, N.",
        TITLE = "How Smart Are Smart Classrooms? A Review of Smart Classroom
Technologies",
        JOURNAL = Surveys,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212956"}

@article{bb217677,
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networks",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212957"}

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Tracking",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212958"}

@article{bb217679,
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Multi-Speaker Tracking",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212959"}

@article{bb217680,
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advanced feature mining technique",
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Convolutional Neural Networks",
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@inproceedings{bb217683,
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the Classroom",
        JOURNAL = AffCom,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212964"}

@inproceedings{bb217685,
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of Students",
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@article{bb217686,
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        TITLE = "Exploring Sensor Modalities to Capture User Behaviors for Reading
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        YEAR = "2022",
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        MONTH = "September",
        PAGES = "1629-1633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212966"}

@article{bb217687,
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method for student behaviour recognition in depth video",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212967"}

@article{bb217688,
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to Estimate CLASS Positive Climate and Negative Climate",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212969"}

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        TITLE = "Spontaneous visual database for detecting learning-centered emotions
during online learning",
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@article{bb217691,
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        TITLE = "Student behavior recognition for interaction detection in the
classroom environment",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212971"}

@article{bb217692,
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        TITLE = "Engagement Detection and Its Applications in Learning:
A Tutorial and Selective Review",
        JOURNAL = PIEEE,
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        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT212972"}

@article{bb217693,
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videos and predict the next speaker",
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@article{bb217694,
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and Proposed Guidelines for Affect Detection in Educational Settings",
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dual-branch feature fusion",
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@article{bb217699,
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