@inproceedings{bb185100, 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 Recognition", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "3671-3680", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180565"} @article{bb185101, AUTHOR = "Redondo Cabrera, C. and Lopez Sastre, R.J.", TITLE = "Unsupervised learning from videos using temporal coherency deep networks", JOURNAL = CVIU, VOLUME = "179", YEAR = "2019", PAGES = "79-89", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180566"} @article{bb185102, 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#TT180567"} @article{bb185103, 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#TT180568"} @article{bb185104, 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#TT180569"} @article{bb185105, 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#TT180570"} @article{bb185106, 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#TT180571"} @article{bb185107, 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#TT180572"} @article{bb185108, AUTHOR = "Garcia, N.C. and Morerio, P. and Murino, V.", TITLE = "Learning with Privileged Information via Adversarial Discriminative Modality Distillation", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "10", MONTH = "October", PAGES = "2581-2593", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180573"} @inproceedings{bb185109, 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#TT180574"} @article{bb185110, 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#TT180575"} @article{bb185111, 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#TT180576"} @article{bb185112, AUTHOR = "Hassan, E.", TITLE = "Learning Video Actions in Two Stream Recurrent Neural Network", JOURNAL = PRL, VOLUME = "151", YEAR = "2021", PAGES = "200-208", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180577"} @article{bb185113, 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, VOLUME = "15", YEAR = "2021", NUMBER = "14", PAGES = "3498-3511", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180578"} @article{bb185114, 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#TT180579"} @inproceedings{bb185115, 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#TT180580"} @article{bb185116, AUTHOR = "Chen, L. and Song, Z.J.", TITLE = "Frame-part-activated deep reinforcement learning for Action Prediction", JOURNAL = PRL, VOLUME = "180", YEAR = "2024", PAGES = "113-119", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180581"} @article{bb185117, 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", MONTH = "April", PAGES = "4302-4320", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180582"} @article{bb185118, 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#TT180583"} @inproceedings{bb185119, AUTHOR = "Ben Tanfous, A. and Zerroug, A. and Linsley, D. and Serre, T.", TITLE = "How and What to Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2888-2897", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180584"} @inproceedings{bb185120, AUTHOR = "Jiang, B. and Yu, J.H. and Zhou, L. and Wu, K. and Yang, Y.", TITLE = "Two-Pathway Transformer Network for Video Action Recognition", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "1089-1093", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180585"} @inproceedings{bb185121, AUTHOR = "Voillemin, T. and Wannous, H. and Vandeborre, J.P.", TITLE = "2D Deep Video Capsule Network with Temporal Shift for Action Recognition", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "3513-3519", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180586"} @inproceedings{bb185122, AUTHOR = "Memmesheimer, R. and Haring, S. and Theisen, N. and Paulus, D.", TITLE = "Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "837-845", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180587"} @inproceedings{bb185123, 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, YEAR = "2021", PAGES = "4573-4580", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180588"} @inproceedings{bb185124, AUTHOR = "Alati, E. and Mauro, L. and Ntouskos, V. and Pirri, F.", TITLE = "Help by Predicting What to Do", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "1930-1934", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180589"} @inproceedings{bb185125, AUTHOR = "Coskun, H. and Tan, D.J. and Conjeti, S. and Navab, N. and Tombari, F.", TITLE = "Human Motion Analysis with Deep Metric Learning", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XIV: 693-710", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180590"} @inproceedings{bb185126, AUTHOR = "Buchler, U. and Brattoli, B. and Ommer, B.", TITLE = "Improving Spatiotemporal Self-supervision by Deep Reinforcement Learning", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XV: 797-814", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180591"} @inproceedings{bb185127, AUTHOR = "de Souza, C.R. and Gaidon, A. and Cabon, Y. and Lopez, A.M.", TITLE = "Procedural Generation of Videos to Train Deep Action Recognition Networks", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "2594-2604", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180592"} @inproceedings{bb185128, AUTHOR = "Kong, Y. and Tao, Z. and Fu, Y.", TITLE = "Deep Sequential Context Networks for Action Prediction", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "3662-3670", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180593"} @inproceedings{bb185129, AUTHOR = "Rahman, M.A. and Wang, Y.", TITLE = "Optimizing Intersection-Over-Union in Deep Neural Networks for Image Segmentation", BOOKTITLE = ISVC16, YEAR = "2016", PAGES = "I: 234-244", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180594"} @inproceedings{bb185130, AUTHOR = "Rahman, M.A. and Wang, Y.", TITLE = "Learning Neural Networks with Ranking-Based Losses for Action Retrieval", BOOKTITLE = CRV16, YEAR = "2016", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180595"} @inproceedings{bb185131, AUTHOR = "Zhu, W.J. and Hu, J. and Sun, G. and Cao, X.D. and Qiao, Y.", TITLE = "A Key Volume Mining Deep Framework for Action Recognition", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "1991-1999", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180596"} @inproceedings{bb185132, AUTHOR = "Lin, Z.H. and Yuan, C.", TITLE = "A Very Deep Sequences Learning Approach for Human Action Recognition", BOOKTITLE = MMMod16, YEAR = "2016", PAGES = "II: 256-267", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180597"} @inproceedings{bb185133, AUTHOR = "di Nardo, E. and Petrosino, A. and Ullah, I.", TITLE = "EmoP3D: A Brain Like Pyramidal Deep Neural Network for Emotion Recognition", BOOKTITLE = BrainDriven18, YEAR = "2018", PAGES = "III:607-616", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180598"} @inproceedings{bb185134, AUTHOR = "Ullah, I. and Petrosino, A.", TITLE = "A Spatio-temporal Feature Learning Approach for Dynamic Scene Recognition", BOOKTITLE = PReMI17, YEAR = "2017", PAGES = "591-598", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180599"} @inproceedings{bb185135, AUTHOR = "Ullah, I. and Petrosino, A.", TITLE = "Spatiotemporal Features Learning with 3DPyraNet", BOOKTITLE = ACIVS16, YEAR = "2016", PAGES = "638-647", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180600"} @inproceedings{bb185136, AUTHOR = "Ullah, I. and Petrosino, A.", TITLE = "A Strict Pyramidal Deep Neural Network for Action Recognition", BOOKTITLE = CIAP15, YEAR = "2015", PAGES = "I:236-245", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180601"} @inproceedings{bb185137, AUTHOR = "Jhuo, I.H. and Lee, D.T.", TITLE = "Video Event Detection via Multi-modality Deep Learning", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "666-671", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180602"} @inproceedings{bb185138, AUTHOR = "Sun, L. and Jia, K. and Chan, T.H. and Fang, Y.Q. and Wang, G. and Yan, S.C.", TITLE = "DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "2625-2632", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742deep3.html#TT180603"} @article{bb185139, AUTHOR = "Wu, X.X. and Jia, Y.D. and Liang, W.", TITLE = "Incremental discriminant-analysis of canonical correlations for action recognition", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "12", MONTH = "December", PAGES = "4190-4197", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180604"} @inproceedings{bb185140, AUTHOR = "Wu, X.X. and Liang, W. and Jia, Y.D.", TITLE = "Incremental discriminative-analysis of canonical correlations for action recognition", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "2035-2041", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180605"} @article{bb185141, AUTHOR = "Zhang, L. and Zhen, X.T. and Shao, L.", TITLE = "Learning Object-to-Class Kernels for Scene Classification", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "8", MONTH = "August", PAGES = "3241-3253", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180606"} @inproceedings{bb185142, AUTHOR = "Zhang, L. and Zhen, X.T. and Shao, L.", TITLE = "High order co-occurrence of visualwords for action recognition", BOOKTITLE = ICIP12, YEAR = "2012", PAGES = "757-760", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180607"} @article{bb185143, AUTHOR = "Zhang, L. and Shum, H.P.H. and Shao, L.", TITLE = "Manifold Regularized Experimental Design for Active Learning", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "2", MONTH = "February", PAGES = "969-981", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180608"} @inproceedings{bb185144, AUTHOR = "Zhang, L. and Xie, S.Z. and Zhen, X.T.", TITLE = "Discriminative high-level representations for scene classification", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "4345-4348", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180609"} @inproceedings{bb185145, AUTHOR = "Tang, J. and Shao, L. and Zhen, X.T.", TITLE = "Human Action Retrieval via efficient feature matching", BOOKTITLE = AVSS13, YEAR = "2013", PAGES = "306-311", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180610"} @article{bb185146, AUTHOR = "Chen, C.Y. and Grauman, K.", TITLE = "Efficient Activity Detection in Untrimmed Video with Max-Subgraph Search", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "5", MONTH = "May", PAGES = "908-921", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180611"} @inproceedings{bb185147, AUTHOR = "Chen, C.Y. and Grauman, K.", TITLE = "Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "572-579", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180612"} @inproceedings{bb185148, AUTHOR = "Chen, C.Y. and Grauman, K.", TITLE = "Efficient activity detection with max-subgraph search", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "1274-1281", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180613"} @inproceedings{bb185149, AUTHOR = "Bandla, S.I. and Grauman, K.", TITLE = "Active Learning of an Action Detector from Untrimmed Videos", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1833-1840", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180614"} @article{bb185150, AUTHOR = "Ali, S. and Bouguila, N.", TITLE = "Multimodal action recognition using variational-based Beta-Liouville hidden Markov models", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "17", MONTH = "December", PAGES = "4785-4794", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180615"} @inproceedings{bb185151, AUTHOR = "Ali, S. and Bouguila, N.", TITLE = "Online Learning for Beta-Liouville Hidden Markov Models: Incremental Variational Learning for Video Surveillance and Action Recognition", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "3249-3253", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180616"} @inproceedings{bb185152, AUTHOR = "Najar, F. and Bouguila, N.", TITLE = "Image Categorization Using Agglomerative Clustering Based Smoothed Dirichlet Mixtures", BOOKTITLE = ISVC20, YEAR = "2020", PAGES = "II:27-38", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180617"} @inproceedings{bb185153, AUTHOR = "Najar, F. and Bourouis, S. and Zaguia, A. and Bouguila, N. and Belghith, S.", TITLE = "Unsupervised Human Action Categorization Using a Riemannian Averaged Fixed-Point Learning of Multivariate GGMM", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "408-415", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180618"} @article{bb185154, AUTHOR = "Gutoski, M. and Lazzaretti, A.E. and Lopes, H.S.", TITLE = "Incremental human action recognition with dual memory", JOURNAL = IVC, VOLUME = "116", YEAR = "2021", PAGES = "104313", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180619"} @inproceedings{bb185155, AUTHOR = "Park, J. and Kang, M.S. and Han, B.H.", TITLE = "Class-Incremental Learning for Action Recognition in Videos", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "13678-13687", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180620"} @inproceedings{bb185156, AUTHOR = "Ma, J.W. and Tao, X.Y. and Ma, J.X. and Hong, X.P. and Gong, Y.H.", TITLE = "Class Incremental Learning for Video Action Classification", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "504-508", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180621"} @inproceedings{bb185157, AUTHOR = "Khoshrou, S. and Cardoso, J.S. and Granger, E. and Teixeira, L.F.", TITLE = "Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams", BOOKTITLE = ISVC15, YEAR = "2015", PAGES = "II: 509-520", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180622"} @inproceedings{bb185158, AUTHOR = "Khoshrou, S. and Cardoso, J.S. and Teixeira, L.F.", TITLE = "Active Learning from Video Streams in a Multi-camera Scenario", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1248-1253", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180623"} @inproceedings{bb185159, AUTHOR = "Liu, X.H. and Zhang, J.", TITLE = "Active learning for human action recognition with Gaussian Processes", BOOKTITLE = ICIP11, YEAR = "2011", PAGES = "3253-3256", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180624"} @inproceedings{bb185160, AUTHOR = "Xu, J. and Ye, G. and Wang, Y. and Wang, W. and Yang, J.", TITLE = "Online Learning for PLSA-Based Visual Recognition", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "II: 95-108", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180625"} @inproceedings{bb185161, AUTHOR = "Xu, J. and Ye, G. and Wang, Y. and Herman, G. and Zhang, B. and Yang, J.", TITLE = "Incremental EM for Probabilistic Latent Semantic Analysis on Human Action Recognition", BOOKTITLE = AVSBS09, YEAR = "2009", PAGES = "55-60", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742incr4.html#TT180626"} @article{bb185162, AUTHOR = "Ji, S.W. and Xu, W. and Yang, M. and Yu, K.", TITLE = "3D Convolutional Neural Networks for Human Action Recognition", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "221-231", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180627"} @inproceedings{bb185163, AUTHOR = "Yang, M. and Lv, F.J. and Xu, W. and Yu, K. and Gong, Y.H.", TITLE = "Human action detection by boosting efficient motion features", BOOKTITLE = ObjectEvent09, YEAR = "2009", PAGES = "522-529", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180628"} @inproceedings{bb185164, AUTHOR = "Yang, M. and Lv, F.J. and Xu, W. and Gong, Y.H.", TITLE = "Detection Driven Adaptive Multi-cue Integration for Multiple Human Tracking", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "1554-1561", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180629"} @article{bb185165, AUTHOR = "Ijjina, E.P. and Chalavadi, K.M.", TITLE = "Human action recognition using genetic algorithms and convolutional neural networks", JOURNAL = PR, VOLUME = "59", YEAR = "2016", NUMBER = "1", PAGES = "199-212", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180630"} @inproceedings{bb185166, AUTHOR = "Ijjina, E.P. and Chalavadi, K.M.", TITLE = "Human action recognition based on motion capture information using fuzzy convolution neural networks", BOOKTITLE = ICAPR15, YEAR = "2015", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180631"} @inproceedings{bb185167, AUTHOR = "Ijjina, E.P. and Chalavadi, K.M.", TITLE = "Human Action Recognition Using Action Bank Features and Convolutional Neural Networks", BOOKTITLE = DeepLearnV14, YEAR = "2014", PAGES = "328-339", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180632"} @article{bb185168, AUTHOR = "Ijjina, E.P. and Chalavadi, K.M.", TITLE = "Human action recognition in RGB-D videos using motion sequence information and deep learning", JOURNAL = PR, VOLUME = "72", YEAR = "2017", NUMBER = "1", PAGES = "504-516", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180633"} @article{bb185169, AUTHOR = "Liu, C.H. and Liu, J. and He, Z.C. and Zhai, Y.J. and Hu, Q.H. and Huang, Y.", TITLE = "Convolutional neural random fields for action recognition", JOURNAL = PR, VOLUME = "59", YEAR = "2016", NUMBER = "1", PAGES = "213-224", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180634"} @article{bb185170, AUTHOR = "Lei, J. and Li, G.H. and Zhang, J. and Guo, Q. and Tu, D.", TITLE = "Continuous action segmentation and recognition using hybrid convolutional neural network-hidden Markov model model", JOURNAL = IET-CV, VOLUME = "10", YEAR = "2016", NUMBER = "6", PAGES = "537-544", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180635"} @article{bb185171, AUTHOR = "Yu, S. and Cheng, Y. and Xie, L. and Li, S.Z.", TITLE = "Fully convolutional networks for action recognition", JOURNAL = IET-CV, VOLUME = "11", YEAR = "2017", NUMBER = "8", MONTH = "December", PAGES = "744-749", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180636"} @article{bb185172, AUTHOR = "Shi, Y.M. and Tian, Y.H. and Wang, Y.W. and Huang, T.J.", TITLE = "Sequential Deep Trajectory Descriptor for Action Recognition With Three-Stream CNN", JOURNAL = MultMed, VOLUME = "19", YEAR = "2017", NUMBER = "7", MONTH = "July", PAGES = "1510-1520", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180637"} @inproceedings{bb185173, AUTHOR = "Shi, Y.M. and Tian, Y.H. and Wang, Y.W. and Zeng, W. and Huang, T.J.", TITLE = "Learning Long-Term Dependencies for Action Recognition with a Biologically-Inspired Deep Network", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "716-725", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180638"} @article{bb185174, AUTHOR = "Wang, P. and Cao, Y.Z.H. and Shen, C.H. and Liu, L.Q. and Shen, H.T.", TITLE = "Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition", JOURNAL = CirSysVideo, VOLUME = "27", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "2613-2622", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180639"} @article{bb185175, AUTHOR = "Wang, P. and Liu, L.Q. and Shen, C.H. and Shen, H.T.", TITLE = "Order-aware convolutional pooling for video based action recognition", JOURNAL = PR, VOLUME = "91", YEAR = "2019", PAGES = "357-365", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180640"} @article{bb185176, AUTHOR = "Wang, L.L. and Ge, L.Z. and Li, R.F. and Fang, Y.J.", TITLE = "Three-stream CNNs for action recognition", JOURNAL = PRL, VOLUME = "92", YEAR = "2017", NUMBER = "1", PAGES = "33-40", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180641"} @article{bb185177, AUTHOR = "Wang, X.H. and Gao, L.L. and Song, J.K. and Shen, H.T.", TITLE = "Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition", JOURNAL = SPLetters, VOLUME = "24", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "510-514", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180642"} @article{bb185178, AUTHOR = "Wang, X. and Gao, L. and Wang, P. and Sun, X. and Liu, X.", TITLE = "Two-Stream 3-D convNet Fusion for Action Recognition in Videos With Arbitrary Size and Length", JOURNAL = MultMed, VOLUME = "20", YEAR = "2018", NUMBER = "3", MONTH = "March", PAGES = "634-644", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180643"} @article{bb185179, AUTHOR = "Zhang, B.W. and Wang, L.M. and Wang, Z. and Qiao, Y. and Wang, H.L.", TITLE = "Real-Time Action Recognition With Deeply Transferred Motion Vector CNNs", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "2326-2339", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180644"} @inproceedings{bb185180, AUTHOR = "Zhang, B.W. and Wang, L.M. and Wang, Z. and Qiao, Y. and Wang, H.L.", TITLE = "Real-Time Action Recognition with Enhanced Motion Vector CNNs", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "2718-2726", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180645"} @article{bb185181, AUTHOR = "Jing, L.L. and Yang, X.D. and Tian, Y.L.", TITLE = "Video you only look once: Overall temporal convolutions for action recognition", JOURNAL = JVCIR, VOLUME = "52", YEAR = "2018", PAGES = "58-65", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180646"} @article{bb185182, AUTHOR = "Zhao, S.C. and Liu, Y.B. and Han, Y.H. and Hong, R.C. and Hu, Q.H. and Tian, Q.", TITLE = "Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "1839-1849", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180647"} @article{bb185183, AUTHOR = "Miao, N.Y. and Xue, F. and Hong, R.C.", TITLE = "Multimodal Semantics-Based Supervised Latent Dirichlet Allocation for Event Classification", JOURNAL = MultMedMag, VOLUME = "28", YEAR = "2021", NUMBER = "4", MONTH = "October", PAGES = "8-17", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180648"} @article{bb185184, AUTHOR = "Yang, H. and Yuan, C.F. and Li, B. and Du, Y. and Xing, J.L. and Hu, W.M. and Maybank, S.J.", TITLE = "Asymmetric 3D Convolutional Neural Networks for action recognition", JOURNAL = PR, VOLUME = "85", YEAR = "2019", PAGES = "1-12", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180649"} @article{bb185185, AUTHOR = "Zhuang, Z.D. and Xue, Y.", TITLE = "TS-ICNN: Time Sequence-Based Interval Convolutional Neural Networks for Human Action Detection and Recognition", JOURNAL = IEICE, VOLUME = "E101-D", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "2534-2538", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180650"} @article{bb185186, AUTHOR = "He, F.X. and Liu, F. and Yao, R. and Lin, G.S.", TITLE = "Local fusion networks with chained residual pooling for video action recognition", JOURNAL = IVC, VOLUME = "81", YEAR = "2019", PAGES = "34-41", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180651"} @article{bb185187, AUTHOR = "Zalluhoglu, C. and Ikizler Cinbis, N.", TITLE = "Region based multi-stream convolutional neural networks for collective activity recognition", JOURNAL = JVCIR, VOLUME = "60", YEAR = "2019", PAGES = "170-179", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180652"} @article{bb185188, AUTHOR = "Tanisik, G. and Zalluhoglu, C. and Ikizler Cinbis, N.", TITLE = "Multi-stream pose convolutional neural networks for human interaction recognition in images", JOURNAL = SP:IC, VOLUME = "95", YEAR = "2021", PAGES = "116265", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180653"} @article{bb185189, AUTHOR = "Yang, K. and Shen, X.L. and Qiao, P. and Li, S.J. and Li, D.S. and Dou, Y.", TITLE = "Exploring frame segmentation networks for temporal action localization", JOURNAL = JVCIR, VOLUME = "61", YEAR = "2019", PAGES = "296-302", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180654"} @article{bb185190, AUTHOR = "Li, C. and Zhang, B. and Chen, C. and Ye, Q. and Han, J. and Guo, G. and Ji, R.", TITLE = "Deep Manifold Structure Transfer for Action Recognition", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "9", MONTH = "Sep", PAGES = "4646-4658", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180655"} @article{bb185191, AUTHOR = "Purwanto, D. and Pramono, R.R.A. and Chen, Y.T. and Fang, W.H.", TITLE = "Three-Stream Network With Bidirectional Self-Attention for Action Recognition in Extreme Low Resolution Videos", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "1187-1191", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180656"} @article{bb185192, AUTHOR = "Fang, W.H. and Chen, Y.T. and Pramono, R.R.A. and Purwanto, D.", TITLE = "Three-Stream Network With Bidirectional Self-Attention for Action Recognition in Extreme Low Resolution Videos", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "2188-2188", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180656"} @article{bb185193, AUTHOR = "Pramono, R.R.A. and Chen, Y.T. and Fang, W.H.", TITLE = "Spatial-Temporal Action Localization With Hierarchical Self-Attention", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "625-639", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180657"} @inproceedings{bb185194, AUTHOR = "Purwanto, D. and Pramono, R.R.A. and Chen, Y.T. and Fang, W.H.", 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#TT180658"} @article{bb185195, 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#TT180659"} @article{bb185196, AUTHOR = "Wang, L.M. and Xiong, Y.J. and Wang, Z. and Qiao, Y. and Lin, D. and Tang, X. and Van Gool, L.J.", TITLE = "Temporal Segment Networks for Action Recognition in Videos", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "2740-2755", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742cnn2.html#TT180660"} @inproceedings{bb185197, 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#TT180661"} @inproceedings{bb185198, 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#TT180662"} @article{bb185199, 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#TT180663"}