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        AUTHOR = "Liu, J. and Wang, G. and Hu, P. and Duan, L.Y. and Kot, A.C.",
        TITLE = "Global Context-Aware Attention LSTM Networks for 3D Action
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        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3671-3680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208505"}

@article{bb213201,
        AUTHOR = "Redondo Cabrera, C. and Lopez Sastre, R.J.",
        TITLE = "Unsupervised learning from videos using temporal coherency deep
networks",
        JOURNAL = CVIU,
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        YEAR = "2019",
        PAGES = "79-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208506"}

@article{bb213202,
        AUTHOR = "Wang, Y.Y. and Li, W. and Tao, R.",
        TITLE = "Multi-Branch Spatial-Temporal Network for Action Recognition",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1556-1560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208507"}

@article{bb213203,
        AUTHOR = "Quan, Y.H. and Chen, Y.X. and Xu, R.T. and Ji, H.",
        TITLE = "Attention with structure regularization for action recognition",
        JOURNAL = CVIU,
        VOLUME = "187",
        YEAR = "2019",
        PAGES = "102794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208508"}

@article{bb213204,
        AUTHOR = "Gu, Y. and Ye, X.F. and Sheng, W.H. and Ou, Y.S. and Li, Y.Q.",
        TITLE = "Multiple stream deep learning model for human action recognition",
        JOURNAL = IVC,
        VOLUME = "93",
        YEAR = "2020",
        PAGES = "103818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208509"}

@article{bb213205,
        AUTHOR = "Lavinia, Y. and Vo, H. and Verma, A.",
        TITLE = "New colour fusion deep learning model for large-scale action
recognition",
        JOURNAL = IJCVR,
        VOLUME = "10",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "41-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208510"}

@article{bb213206,
        AUTHOR = "Liu, Y. and Lu, Z. and Li, J. and Yang, T. and Yao, C.",
        TITLE = "Deep Image-to-Video Adaptation and Fusion Networks for Action
Recognition",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3168-3182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208511"}

@article{bb213207,
        AUTHOR = "Gao, P.J. and Zhao, D. and Chen, X.A.",
        TITLE = "Multi-dimensional data modelling of video image action recognition and
motion capture in deep learning framework",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "1257-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208512"}

@article{bb213208,
        AUTHOR = "Garcia, N.C. and Morerio, P. and Murino, V.",
        TITLE = "Learning with Privileged Information via Adversarial Discriminative
Modality Distillation",
        JOURNAL = PAMI,
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        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2581-2593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208513"}

@inproceedings{bb213209,
        AUTHOR = "Garcia, N.C. and Morerio, P. and Murino, V.",
        TITLE = "Modality Distillation with Multiple Stream Networks for Action
Recognition",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 106-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208514"}

@article{bb213210,
        AUTHOR = "Zhang, J. and Hu, H. and Liu, Z.",
        TITLE = "Appearance-and-Dynamic Learning With Bifurcated Convolution Neural
Network for Action Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1593-1606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208515"}

@article{bb213211,
        AUTHOR = "Liu, Y. and Yang, F. and Ginhac, D.",
        TITLE = "ACDnet: An action detection network for real-time edge computing
based on flow-guided feature approximation and memory aggregation",
        JOURNAL = PRL,
        VOLUME = "145",
        YEAR = "2021",
        PAGES = "118-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208516"}

@article{bb213212,
        AUTHOR = "Hassan, E.",
        TITLE = "Learning Video Actions in Two Stream Recurrent Neural Network",
        JOURNAL = PRL,
        VOLUME = "151",
        YEAR = "2021",
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@article{bb213213,
        AUTHOR = "Zhang, G.W. and Rao, Y.K. and Wang, C.H. and Zhou, W. and Ji, X.Y.",
        TITLE = "A deep learning method for video-based action recognition",
        JOURNAL = IET-IPR,
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        YEAR = "2021",
        NUMBER = "14",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208518"}

@article{bb213214,
        AUTHOR = "Chen, L. and Lu, J.W. and Song, Z.J. and Zhou, J.",
        TITLE = "Ambiguousness-Aware State Evolution for Action Prediction",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6058-6072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208519"}

@inproceedings{bb213215,
        AUTHOR = "Chen, L. and Lu, J.W. and Song, Z.J. and Zhou, J.",
        TITLE = "Part-Activated Deep Reinforcement Learning for Action Prediction",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "III: 435-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208520"}

@article{bb213216,
        AUTHOR = "Chen, L. and Song, Z.J.",
        TITLE = "Frame-part-activated deep reinforcement learning for Action
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        JOURNAL = PRL,
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        YEAR = "2024",
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@article{bb213217,
        AUTHOR = "Vahdani, E. and Tian, Y.L.",
        TITLE = "Deep Learning-Based Action Detection in Untrimmed Videos: A Survey",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
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        PAGES = "4302-4320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208522"}

@article{bb213218,
        AUTHOR = "Sheng, B. and Xiao, F. and Gui, L.Q. and Guo, Z.X.",
        TITLE = "Context-Aware Faster RCNN for CSI-Based Human Action Perception",
        JOURNAL = HMS,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "438-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208523"}

@article{bb213219,
        AUTHOR = "Rajesh, P. and Kavitha, R.",
        TITLE = "Deep learning method for human activity recognition using heaped LSTM
and image pattern of activity",
        JOURNAL = IJCVR,
        VOLUME = "14",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "264-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208524"}

@article{bb213220,
        AUTHOR = "Abbas, B. and Chahi, A. and Ruichek, Y.",
        TITLE = "Context-aware 3D CNN for action recognition based on semantic
segmentation (CARS)",
        JOURNAL = CVIU,
        VOLUME = "263",
        YEAR = "2026",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208525"}

@article{bb213221,
        AUTHOR = "Tan, Y. and Qiu, Z.F. and Hao, Y.B. and Yao, T. and Mei, T.",
        TITLE = "Selective Volume Mixup for Video Action Recognition",
        JOURNAL = IJCV,
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        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208526"}

@article{bb213222,
        AUTHOR = "Tyagi, A. and Singh, P. and Dev, H.",
        TITLE = "PRR-FCM-Based Segmentation Model for Human Activity Recognition: A
Hybrid Deep Learning Strategy",
        JOURNAL = IJIG,
        VOLUME = "26",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "2750027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208527"}

@article{bb213223,
        AUTHOR = "Chen, S.L. and Wang, X.W. and Wei, X.H. and Sun, Y. and Yang, K.",
        TITLE = "Feature-based optimization enables 2D CNNs for efficient
spatio-temporal perception",
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@inproceedings{bb213224,
        AUTHOR = "Guo, H.J. and Wang, H.J. and Ji, Q.",
        TITLE = "Bayesian Evidential Deep Learning for Online Action Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVI: 283-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208529"}

@inproceedings{bb213225,
        AUTHOR = "Ben Tanfous, A. and Zerroug, A. and Linsley, D. and Serre, T.",
        TITLE = "How and What to Learn:
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        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2888-2897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208530"}

@inproceedings{bb213226,
        AUTHOR = "Jiang, B. and Yu, J.H. and Zhou, L. and Wu, K.L. and Yang, Y.",
        TITLE = "Two-Pathway Transformer Network for Video Action Recognition",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1089-1093",
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@inproceedings{bb213227,
        AUTHOR = "Voillemin, T. and Wannous, H. and Vandeborre, J.P.",
        TITLE = "2D Deep Video Capsule Network with Temporal Shift for Action
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        BOOKTITLE = ICPR21,
        YEAR = "2021",
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@inproceedings{bb213228,
        AUTHOR = "Memmesheimer, R. and Haring, S. and Theisen, N. and Paulus, D.",
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        YEAR = "2022",
        PAGES = "837-845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT208533"}

@inproceedings{bb213229,
        AUTHOR = "Memmesheimer, R. and Theisen, N. and Paulus, D.",
        TITLE = "SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot
Action Recognition",
        BOOKTITLE = ICPR21,
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@inproceedings{bb213230,
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@inproceedings{bb213231,
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@inproceedings{bb213232,
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@inproceedings{bb213233,
        AUTHOR = "de Souza, C.R. and Gaidon, A. and Cabon, Y. and Lopez, A.M.",
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@inproceedings{bb213234,
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@inproceedings{bb213235,
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@inproceedings{bb213236,
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@inproceedings{bb213237,
        AUTHOR = "Zhu, W.J. and Hu, J. and Sun, G. and Cao, X.D. and Qiao, Y.",
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@inproceedings{bb213238,
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        TITLE = "A Very Deep Sequences Learning Approach for Human Action Recognition",
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@inproceedings{bb213239,
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@inproceedings{bb213250,
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@article{bb213252,
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@inproceedings{bb213253,
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@article{bb213256,
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@inproceedings{bb213257,
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@inproceedings{bb213258,
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