Two-Stream Convolutional Networks for Action Recognition in Videos

9 June 2014

Papers citing "Two-Stream Convolutional Networks for Action Recognition in Videos"

25 / 2,275 papers shown

Title
Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification Zuxuan Wu Xi Wang Yu-Gang Jiang Hao Ye Xiangyang Xue 20 448 0 07 Apr 2015
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images Chen Sun Sanketh Shetty Rahul Sukthankar Ram Nevatia 28 136 0 04 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 81 2,334 0 31 Mar 2015
Initialization Strategies of Spatio-Temporal Convolutional Neural Networks Elman Mansimov Nitish Srivastava Ruslan Salakhutdinov 3DPC 31 35 0 25 Mar 2015
Exploiting Image-trained CNN Architectures for Unconstrained Video Classification Shengxin Cindy Zha F. Luisier Walter Andrews Nitish Srivastava Ruslan Salakhutdinov 37 204 0 13 Mar 2015
Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition Peng Wang Yuanzhouhan Cao Chunhua Shen Lingqiao Liu Heng Tao Shen 47 146 0 04 Mar 2015
Describing Videos by Exploiting Temporal Structure L. Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas C. Pal Hugo Larochelle Aaron Courville 63 1,062 0 27 Feb 2015
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks Yu-Gang Jiang Zuxuan Wu Jun Wang Xiangyang Xue Shih-Fu Chang 50 360 0 25 Feb 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 57 2,585 0 16 Feb 2015
Long-short Term Motion Feature for Action Classification and Retrieval Zhenzhong Lan Xuanchong Li Ming Lin Alexander G. Hauptmann 32 8 0 13 Feb 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 38 350 0 23 Jan 2015
Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences Pichao Wang W. Li Zhimin Gao Jing Zhang Chang-Fu Tang P. Ogunbona 33 46 0 20 Jan 2015
ModDrop: adaptive multi-modal gesture recognition Natalia Neverova Christian Wolf Graham W. Taylor Florian Nebout 43 293 0 31 Dec 2014
Learning Longer Memory in Recurrent Neural Networks Tomas Mikolov Armand Joulin S. Chopra Michaël Mathieu MarcÁurelio Ranzato 21 256 0 24 Dec 2014
Video (language) modeling: a baseline for generative models of natural videos MarcÁurelio Ranzato Arthur Szlam Joan Bruna Michaël Mathieu R. Collobert S. Chopra VGen 54 470 0 20 Dec 2014
Visual Causal Feature Learning Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 28 139 0 07 Dec 2014
Learning Spatiotemporal Features with 3D Convolutional Networks Du Tran Lubomir D. Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri 3DPC 36 410 0 02 Dec 2014
Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition Zhenzhong Lan Ming Lin Xuanchong Li Alexander G. Hauptmann Bhiksha Raj 31 292 0 24 Nov 2014
Finding Action Tubes Georgia Gkioxari Jitendra Malik 24 598 0 21 Nov 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 24 1,591 0 21 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 94 6,032 0 17 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 131 43,420 0 17 Sep 2014
Transfer Learning for Video Recognition with Scarce Training Data for Deep Convolutional Neural Network Yu-Chuan Su Tzu-Hsuan Chiu Chun-Yen Yeh Hsinfu Huang Winston H. Hsu 27 27 0 15 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 183 99,682 0 04 Sep 2014
Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice Xiaojiang Peng Limin Wang Xingxing Wang Yu Qiao 32 620 0 18 May 2014