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Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition

Computer Vision and Pattern Recognition (CVPR), 2014

24 November 2014

Zhenzhong Lan

Ming Lin

Xuanchong Li

Alexander G. Hauptmann

Bhiksha Raj

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Papers citing "Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition"

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Title
Excavate the potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image EnhancementIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025 Zheng Cheng Wenri Wang Guangyong Chen Yakun Ju Yihua Cheng Zhisong Liu Yanda Meng Jintao Song 80 0 0 06 Aug 2025
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception Shuangpeng Han Ziyu Wang Mengmi Zhang 237 1 0 26 May 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy Hoang-Quan Nguyen Thanh-Dat Truong Khoa Luu 255 1 0 02 May 2024
Texture-Based Input Feature Selection for Action Recognition Yalong Jiang 165 0 0 28 Feb 2023
Deep set conditioned latent representations for action recognitionVISIGRAPP (VISIGRAPP), 2022 Akash Singh Tom De Schepper Kevin Mets P. Hellinckx José Oramas Steven Latré BDL 135 2 0 21 Dec 2022
Deep Unsupervised Key Frame Extraction for Efficient Video Classification Hao Tang L. Ding Songsong Wu Bin Ren Andrii Zadaianchuk Paolo Rota 92 44 0 12 Nov 2022
Intelligent 3D Network Protocol for Multimedia Data Classification using Deep Learning A. Syed Eman A. Aldhahri M. Iqbal Abid Ali Ammar Muthanna Harun Jamil F. Jamil 3DH 119 2 0 23 Jul 2022
End-to-End Compressed Video Representation Learning for Generic Event Boundary DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Congcong Li Xinyao Wang Longyin Wen Dexiang Hong Tiejian Luo Libo Zhang 128 20 0 29 Mar 2022
Reliable Shot Identification for Complex Event Detection via Visual-Semantic EmbeddingComputer Vision and Image Understanding (CVIU), 2021 Minnan Luo Xiaojun Chang Chen Gong 81 9 0 12 Oct 2021
When Video Classification Meets Incremental ClassesACM Multimedia (ACM MM), 2021 Hanbin Zhao Xin Qin Shihao Su Yongjian Fu Zibo Lin Xi Li CLL 151 31 0 30 Jun 2021
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 240 207 0 11 Dec 2020
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical ModelsInternational Journal of Computer Vision (IJCV), 2019 César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray A. Peña 132 17 0 12 Oct 2019
U-net super-neural segmentation and similarity calculation to realize vegetation change assessment in satellite imagery Chunxue Wu Bobo Ju N. Xiong Guisong Yang Yan Wu Hongming Yang Jiaying Huang Zhiyong Xu 98 2 0 10 Sep 2019
Tensor Analysis with n-Mode Generalized Difference SubspaceExpert systems with applications (ESWA), 2019 B. Gatto E. M. Santos Alessandro Lameiras Koerich Kazuhiro Fukui Waldir S. S. Júnior 139 18 0 04 Sep 2019
Spatio-Temporal Fusion Networks for Action RecognitionAsian Conference on Computer Vision (ACCV), 2018 Sangwoo Cho H. Foroosh 84 13 0 17 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 148 0 0 25 May 2019
Temporal Unet: Sample Level Human Action Recognition using WiFi Fei Wang Yunpeng Song Jimuyang Zhang Jinsong Han Dong Huang 119 26 0 19 Apr 2019
Deep Discriminative Model for Video ClassificationEuropean Conference on Computer Vision (ECCV), 2018 M. Tavakolian Abdenour Hadid 136 4 0 22 Jul 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 299 778 0 05 Jun 2018
Revisiting hand-crafted feature for action recognition: a set of improved dense trajectories K. Matsui Toru Tamaki Gwladys Auffret B. Raytchev K. Kaneda 74 0 0 28 Nov 2017
Multi-Level Recurrent Residual Networks for Action Recognition Zhenxing Zheng Gaoyun An Q. Ruan 207 12 0 22 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 270 93 0 11 Nov 2017
Two-stream Collaborative Learning with Spatial-Temporal Attention for Video Classification Yuxin Peng Yunzhen Zhao Junchao Zhang 128 122 0 09 Nov 2017
Real-Time Action Detection in Video Surveillance using Sub-Action Descriptor with Multi-CNN Cheng-Bin Jin Shengzhe Li Hakil Kim 121 28 0 10 Oct 2017
Action Classification and Highlighting in Videos Atousa Torabi Leonid Sigal 137 6 0 31 Aug 2017
Eigen Evolution Pooling for Human Action Recognition Yang Wang Vinh Tran Minh Hoai 112 6 0 17 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 209 1 0 20 Jul 2017
Large-Scale Mapping of Human Activity using Geo-Tagged Videos Yi Zhu Sen Liu Shawn D. Newsam 155 0 0 24 Jun 2017
Learning without Prejudice: Avoiding Bias in Webly-Supervised Action RecognitionComputer Vision and Image Understanding (CVIU), 2017 Christian Rupprecht A. Kapil Nan Liu Lamberto Ballan Federico Tombari SSL 95 5 0 14 Jun 2017
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video ClassificationIEEE transactions on multimedia (IEEE TMM), 2017 Yu-Gang Jiang Zuxuan Wu Jinhui Tang Zechao Li Xiangyang Xue Shih-Fu Chang 121 100 0 14 Jun 2017
Discriminatively Learned Hierarchical Rank Pooling NetworksInternational Journal of Computer Vision (IJCV), 2017 Basura Fernando Stephen Gould AI4TS 102 23 0 30 May 2017
Learning Spatiotemporal Features for Infrared Action Recognition with 3D Convolutional Neural Networks Zhuolin Jiang Viktor Rozgic Sancar Adali 3DPC 159 53 0 18 May 2017
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Mohammadreza Zolfaghari Gabriel L. Oliveira Nima Sedaghat Thomas Brox 212 224 0 03 Apr 2017
Hidden Two-Stream Convolutional Networks for Action Recognition Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann 424 303 0 02 Apr 2017
A Bag-of-Words Equivalent Recurrent Neural Network for Action Recognition Alexander Richard Juergen Gall BDL 133 36 0 23 Mar 2017
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2017 Pichao Wang W. Li Zhimin Gao Yuyao Zhang Chang-Fu Tang P. Ogunbona 3DPC 480 136 0 28 Feb 2017
Deep Local Video Feature for Action Recognition Zhenzhong Lan Yi Zhu Alexander G. Hauptmann 193 112 0 25 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for VideosComputer Vision and Pattern Recognition (CVPR), 2017 Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 296 195 0 07 Jan 2017
Asynchronous Temporal Fields for Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2016 Gunnar Sigurdsson S. Divvala Ali Farhadi Abhinav Gupta BDL 317 173 0 19 Dec 2016
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 186 148 0 02 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 239 239 0 02 Dec 2016
Unsupervised Human Action Detection by Action Matching Basura Fernando S. Shirazi Stephen Gould EgoV 192 12 0 02 Dec 2016
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos Linchao Zhu Zhongwen Xu Yi Yang 150 78 0 28 Nov 2016
AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos Amlan Kar Nishant Rai Karan Sikka Gaurav Sharma 270 156 0 24 Nov 2016
Learning long-term dependencies for action recognition with a biologically-inspired deep network Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 159 65 0 16 Nov 2016
Image and Video Mining through Online Learning Andrew Gilbert Richard Bowden 85 7 0 09 Sep 2016
Motion Representation with Acceleration Images Hirokatsu Kataoka Yun He Soma Shirakabe Y. Satoh 91 6 0 30 Aug 2016
Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action RecognitionEuropean Conference on Computer Vision (ECCV), 2016 César Roberto de Souza Adrien Gaidon E. Vig A. Peña 118 43 0 25 Aug 2016
Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition Yi Zhu Shawn D. Newsam 124 43 0 15 Aug 2016
Discriminatively Trained Latent Ordinal Model for Video Classification Karan Sikka Gaurav Sharma 172 11 0 08 Aug 2016