Deep Unsupervised Key Frame Extraction for Efficient Video Classification

12 November 2022

Papers citing "Deep Unsupervised Key Frame Extraction for Efficient Video Classification"

35 / 35 papers shown

Title
Spatiotemporal Pyramid Network for Video Action Recognition Yunbo Wang Mingsheng Long Jianmin Wang Philip S. Yu 53 227 0 04 Mar 2019
Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion Hao Tang Hong Liu Wei Xiao N. Sebe 115 104 0 15 Jan 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 59 120 0 11 Jan 2019
Towards Universal Representation for Unseen Action Recognition Yi Zhu Yang Long Yu Guan Shawn D. Newsam Ling Shao AI4TS 73 103 0 22 Mar 2018
What have we learned from deep representations for action recognition? Christoph Feichtenhofer A. Pinz Richard P. Wildes Andrew Zisserman SSL 33 47 0 04 Jan 2018
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 42 92 0 12 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 118 325 0 02 Dec 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 176 3,007 0 30 Nov 2017
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition Shuyang Sun Zhanghui Kuang Wanli Ouyang Lu Sheng Wayne Zhang 55 296 0 29 Nov 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 97 1,926 0 27 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 224 2,435 0 07 Sep 2017
ConvNet Architecture Search for Spatiotemporal Feature Learning Du Tran Jamie Ray Zheng Shou Shih-Fu Chang Manohar Paluri 3DPC 51 383 0 16 Aug 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 186 7,961 0 22 May 2017
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 56 144 0 02 Dec 2016
AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos Amlan Kar Nishant Rai Karan Sikka Gaurav Sharma 41 152 0 24 Nov 2016
Spatiotemporal Residual Networks for Video Action Recognition Christoph Feichtenhofer A. Pinz Richard P. Wildes 83 718 0 07 Nov 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 135 1,464 0 08 Sep 2016
Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition César Roberto de Souza Adrien Gaidon E. Vig A. Peña 48 44 0 25 Aug 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 82 3,814 0 02 Aug 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 114 2,606 0 22 Apr 2016
Long-term Temporal Convolutions for Action Recognition Gül Varol Ivan Laptev Cordelia Schmid 55 909 0 15 Apr 2016
Learning Visual Storylines with Skipping Recurrent Neural Networks Gunnar Sigurdsson Xinlei Chen Abhinav Gupta 40 38 0 14 Apr 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 31 814 0 13 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Actions ~ Transformations Xinyu Wang Ali Farhadi Abhinav Gupta 43 234 0 02 Dec 2015
Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks Lin Sun Kui Jia Dit-Yan Yeung Bertram E. Shi 47 532 0 02 Oct 2015
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors Limin Wang Yu Qiao Xiaoou Tang 64 1,157 0 19 May 2015
A robust and efficient video representation for action recognition Heng Wang Dan Oneaţă Jakob Verbeek Cordelia Schmid 25 326 0 21 Apr 2015
Beyond Short Snippets: Deep Networks for Video Classification Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 106 2,334 0 31 Mar 2015
Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition Zhenzhong Lan Ming Lin Xuanchong Li Alexander G. Hauptmann Bhiksha Raj 48 292 0 24 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 114 6,037 0 17 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 949 39,383 0 01 Sep 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 212 7,518 0 09 Jun 2014
Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice Xiaojiang Peng Limin Wang Xingxing Wang Yu Qiao 44 622 0 18 May 2014
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 84 6,100 0 03 Dec 2012