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        TITLE = "Extreme Low Resolution Action Recognition with Spatial-Temporal
Multi-Head Self-Attention and Knowledge Distillation",
        BOOKTITLE = RLQ19,
        YEAR = "2019",
        PAGES = "961-969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211049"}

@article{bb215759,
        AUTHOR = "Li, Y.G. and Ge, R. and Ji, Y. and Gong, S.R. and Liu, C.P.",
        TITLE = "Trajectory-Pooled Spatial-Temporal Architecture of Deep Convolutional
Neural Networks for Video Event Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2683-2692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211050"}

@article{bb215760,
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        TITLE = "Temporal Segment Networks for Action Recognition in Videos",
        JOURNAL = PAMI,
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        YEAR = "2019",
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        MONTH = "November",
        PAGES = "2740-2755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211051"}

@inproceedings{bb215761,
        AUTHOR = "Duan, H.D. and Zhao, Y. and Chen, K. and Xiong, Y.J. and Lin, D.",
        TITLE = "Mitigating Representation Bias in Action Recognition:
Algorithms and Benchmarks",
        BOOKTITLE = CVEU22,
        YEAR = "2022",
        PAGES = "557-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211052"}

@inproceedings{bb215762,
        AUTHOR = "Wang, L.M. and Qiao, Y. and Tang, X. and Van Gool, L.J.",
        TITLE = "Actionness Estimation Using Hybrid Fully Convolutional Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2708-2717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211053"}

@article{bb215763,
        AUTHOR = "Lee, D.G. and Lee, S.W.",
        TITLE = "Prediction of partially observed human activity based on pre-trained
deep representation",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "198-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211054"}

@article{bb215764,
        AUTHOR = "Soltanian, M. and Ghaemmaghami, S.",
        TITLE = "Hierarchical Concept Score Postprocessing and Concept-Wise
Normalization in CNN-Based Video Event Recognition",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "157-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211055"}

@article{bb215765,
        AUTHOR = "Zhu, S. and Fang, Z.Y. and Wang, Y. and Yu, J. and Du, J.P.",
        TITLE = "Multimodal activity recognition with local block CNN and
attention-based spatial weighted CNN",
        JOURNAL = JVCIR,
        VOLUME = "60",
        YEAR = "2019",
        PAGES = "38-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211056"}

@article{bb215766,
        AUTHOR = "Chenarlogh, V.A. and Razzazi, F.",
        TITLE = "Multi-stream 3D CNN structure for human action recognition trained by
limited data",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "338-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211057"}

@article{bb215767,
        AUTHOR = "Tu, Z. and Xie, W. and Dauwels, J. and Li, B. and Yuan, J.",
        TITLE = "Semantic Cues Enhanced Multimodality Multistream CNN for Action
Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1423-1437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211058"}

@article{bb215768,
        AUTHOR = "Kumar, N. and Sukavanam, N.",
        TITLE = "A weakly supervised CNN model for spatial localization of human
activities in unconstraint environment",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "1009-1016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211059"}

@article{bb215769,
        AUTHOR = "Li, J. and Liu, X.L. and Zhang, M.Y. and Wang, D.Q.",
        TITLE = "Spatio-temporal deformable 3D ConvNets with attention for action
recognition",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107037",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211060"}

@article{bb215770,
        AUTHOR = "Li, Z.L. and Li, J. and Ma, Y.Q. and Wang, R. and Shi, Z.P. and Ding, Y. and Liu, X.L.",
        TITLE = "Spatio-Temporal Adaptive Network With Bidirectional Temporal
Difference for Action Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5174-5185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211061"}

@article{bb215771,
        AUTHOR = "Zhang, Y.K. and Zhang, H. and Li, J. and Shi, Z.P. and Yang, J. and Yang, K.X. and Yin, S. and Liang, Q. and Liu, X.L.",
        TITLE = "Bullet-Screen-Emoji Attack with Temporal Difference Noise for Video
Action Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "589-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211062"}

@article{bb215772,
        AUTHOR = "Li, J. and Liu, X.L. and Zhang, W.X. and Zhang, M.Y. and Song, J.K. and Sebe, N.",
        TITLE = "Spatio-Temporal Attention Networks for Action Recognition and
Detection",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2990-3001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211063"}

@article{bb215773,
        AUTHOR = "Agethen, S. and Hsu, W.H.",
        TITLE = "Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based
Mechanism for Videos",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "819-829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211064"}

@article{bb215774,
        AUTHOR = "Li, X.Q. and Xie, M. and Zhang, Y. and Ding, G.T. and Tong, W.Q.",
        TITLE = "Dual attention convolutional network for action recognition",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "1059-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211065"}

@article{bb215775,
        AUTHOR = "Atto, A.M. and Benoit, A. and Lambert, P.",
        TITLE = "Timed-image based deep learning for action recognition in video
sequences",
        JOURNAL = PR,
        VOLUME = "104",
        YEAR = "2020",
        PAGES = "107353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211066"}

@article{bb215776,
        AUTHOR = "Yoon, D.H. and Cho, N.G. and Lee, S.W.",
        TITLE = "A novel online action detection framework from untrimmed video
streams",
        JOURNAL = PR,
        VOLUME = "106",
        YEAR = "2020",
        PAGES = "107396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211067"}

@inproceedings{bb215777,
        AUTHOR = "Kim, H.J. and Hong, J.H. and Kong, H. and Lee, S.W.",
        TITLE = "TE-TAD: Towards Full End-to-End Temporal Action Detection via
Time-Aligned Coordinate Expression",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18837-18846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211068"}

@article{bb215778,
        AUTHOR = "Mishra, S.R. and Mishra, T.K. and Sanyal, G. and Sarkar, A. and Satapathy, S.C.",
        TITLE = "Real time human action recognition using triggered frame extraction
and a typical CNN heuristic",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "329-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211069"}

@article{bb215779,
        AUTHOR = "Wu, H. and Ma, X. and Li, Y.",
        TITLE = "Convolutional Networks With Channel and STIPs Attention Model for
Action Recognition in Videos",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2293-2306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211070"}

@article{bb215780,
        AUTHOR = "Xiao, J. and Cui, X.H. and Li, F.",
        TITLE = "Human action recognition based on convolutional neural network and
spatial pyramid representation",
        JOURNAL = JVCIR,
        VOLUME = "71",
        YEAR = "2020",
        PAGES = "102722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211071"}

@article{bb215781,
        AUTHOR = "Fu, B. and Fu, S.L. and Wang, L.Y. and Dong, Y.H. and Ren, Y.G.",
        TITLE = "Deep Residual Split Directed Graph Convolutional Neural Networks for
Action Recognition",
        JOURNAL = MultMedMag,
        VOLUME = "27",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "9-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211072"}

@article{bb215782,
        AUTHOR = "Patil, P.W. and Dudhane, A. and Chaudhary, S. and Murala, S.",
        TITLE = "Multi-frame based adversarial learning approach for video
surveillance",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211073"}

@article{bb215783,
        AUTHOR = "Guo, J. and Liu, Q. and Chen, E.Q.",
        TITLE = "A Deep Reinforcement Learning Method For Multimodal Data Fusion in
Action Recognition",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "120-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211074"}

@article{bb215784,
        AUTHOR = "Yang, Z.Q. and An, G.Y. and Zhang, R.C. and Zheng, Z.X. and Ruan, Q.Q.",
        TITLE = "SRI3D: Two-stream inflated 3D ConvNet based on sparse regularization
for action recognition",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "5",
        PAGES = "1438-1448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211075"}

@article{bb215785,
        AUTHOR = "Wu, H. and Ma, X. and Li, Y.B.",
        TITLE = "Multi-level channel attention excitation network for human action
recognition in videos",
        JOURNAL = SP:IC,
        VOLUME = "114",
        YEAR = "2023",
        PAGES = "116940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211076"}

@article{bb215786,
        AUTHOR = "Li, S.J. and Farha, Y.A. and Liu, Y. and Cheng, M.M. and Gall, J.",
        TITLE = "MS-TCN++: Multi-Stage Temporal Convolutional Network for Action
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6647-6658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211077"}

@inproceedings{bb215787,
        AUTHOR = "Farha, Y.A. and Gall, J.",
        TITLE = "MS-TCN: Multi-Stage Temporal Convolutional Network for Action
Segmentation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3570-3579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211078"}

@inproceedings{bb215788,
        AUTHOR = "Farha, Y.A. and Ke, Q.H. and Schiele, B. and Gall, J.",
        TITLE = "Long-Term Anticipation of Activities with Cycle Consistency",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "159-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211079"}

@article{bb215789,
        AUTHOR = "Ou, Y.J. and Chen, Z.Z.",
        TITLE = "3D Deformable Convolution Temporal Reasoning network for action
recognition",
        JOURNAL = JVCIR,
        VOLUME = "93",
        YEAR = "2023",
        PAGES = "103804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211080"}

@article{bb215790,
        AUTHOR = "Sudhakaran, S. and Escalera, S. and Lanz, O.",
        TITLE = "Gate-Shift-Fuse for Video Action Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "10913-10928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211081"}

@inproceedings{bb215791,
        AUTHOR = "Sudhakaran, S. and Escalera, S. and Lanz, O.",
        TITLE = "Gate-Shift Networks for Video Action Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1099-1108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211082"}

@article{bb215792,
        AUTHOR = "Yu, C.Z. and Bao, W.X.",
        TITLE = "DenseGCN: A multi-level and multi-temporal graph convolutional
network for action recognition",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "12",
        PAGES = "3401-3410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211083"}

@article{bb215793,
        AUTHOR = "Wang, H. and Zhao, B. and Zhang, W.J. and Liu, G.H.",
        TITLE = "LGANet: Local and global attention are both you need for action
recognition",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "12",
        PAGES = "3453-3463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211084"}

@inproceedings{bb215794,
        AUTHOR = "Kobayashi, T. and Ye, J.X.",
        TITLE = "Spatio-temporal Filter Analysis Improves 3D-CNN For Action
Classification",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "6957-6966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211085"}

@inproceedings{bb215795,
        AUTHOR = "Kim, M.J. and Han, D.Y. and Kim, T. and Han, B.H.",
        TITLE = "Leveraging Temporal Contextualization for Video Action Recognition",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXI: 74-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211086"}

@inproceedings{bb215796,
        AUTHOR = "Seon, J. and Hwang, J. and Mun, J. and Han, B.H.",
        TITLE = "Stop or Forward: Dynamic Layer Skipping for Efficient Action
Recognition",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3350-3359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211087"}

@inproceedings{bb215797,
        AUTHOR = "Zhang, Y.K. and Zhang, H. and Wu, G.M. and Xu, Y.F. and Shi, Z.P. and Li, J.",
        TITLE = "TMN: Temporal-guided Multiattention Network for Action Recognition",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2964-2970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211088"}

@inproceedings{bb215798,
        AUTHOR = "Teepe, T. and Khan, A. and Gilg, J. and Herzog, F. and Hormann, S. and Rigoll, G.",
        TITLE = "Gaitgraph: Graph Convolutional Network for Skeleton-Based Gait
Recognition",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2314-2318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT211089"}

@inproceedings{bb215799,
        AUTHOR = "Hong, S.G. and Choi, M.K.",
        TITLE = "Blockwise Temporal-Spatial Pathway Network",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
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