Beyond Short Snippets: Deep Networks for Video Classification

31 March 2015

Joe Yue-Hei Ng

Matthew J. Hausknecht

Sudheendra Vijayanarasimhan

Papers citing "Beyond Short Snippets: Deep Networks for Video Classification"

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Title
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 32 241 0 30 Mar 2017
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos Rui Hou Chong Chen M. Shah MedIm 17 333 0 30 Mar 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 51 620 0 29 Mar 2017
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling Alexander Richard Hilde Kuehne Juergen Gall 34 195 0 23 Mar 2017
Saliency-guided video classification via adaptively weighted learning Yunzhen Zhao Yuxin Peng 15 12 0 23 Mar 2017
R-C3D: Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 16 713 0 22 Mar 2017
Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Ali Akbarian F. Saleh Mathieu Salzmann Basura Fernando L. Petersson Lars Andersson 34 169 0 21 Mar 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang Yuanjun Xiong Dahua Lin Luc Van Gool 30 490 0 09 Mar 2017
A Pursuit of Temporal Accuracy in General Activity Detection Yuanjun Xiong Yue Zhao Limin Wang Dahua Lin Xiaoou Tang 18 132 0 08 Mar 2017
A Survey on Content-Aware Video Analysis for Sports H. Shih 14 189 0 03 Mar 2017
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju H. Shahrzad Arshak Navruzyan Nigel P. Duffy B. Hodjat 18 884 0 01 Mar 2017
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Yuyao Zhang Chang-Fu Tang P. Ogunbona 3DPC 172 131 0 28 Feb 2017
The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI Zhao Chen Darvin Yi VLM SSL 11 17 0 18 Feb 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 40 534 0 02 Feb 2017
Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition A. Cherian Piotr Koniusz Stephen Gould 13 36 0 19 Jan 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 33 381 0 19 Jan 2017
Action Recognition: From Static Datasets to Moving Robots Fahimeh Rezazadegan S. Shirazi B. Upcroft Michael Milford 19 45 0 18 Jan 2017
Ordered Pooling of Optical Flow Sequences for Action Recognition Jue Wang A. Cherian Fatih Porikli 25 45 0 12 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks Pichao Wang W. Li Song Liu Zhimin Gao Chang-Fu Tang P. Ogunbona 34 91 0 07 Jan 2017
AENet: Learning Deep Audio Features for Video Analysis Naoya Takahashi Michael Gygli Luc Van Gool 16 149 0 03 Jan 2017
Action Recognition Based on Joint Trajectory Maps with Convolutional Neural Networks Pichao Wang W. Li Chuankun Li Yonghong Hou 27 214 0 30 Dec 2016
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 23 222 0 28 Dec 2016
Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data Adhavan Jayabalan H. Karunakaran Shravan Murlidharan Tesia Shizume HAI 15 7 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Asynchronous Temporal Fields for Action Recognition Gunnar A. Sigurdsson S. Divvala Ali Farhadi Abhinav Gupta BDL 18 170 0 19 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 16 66 0 19 Dec 2016
CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing Kai Xu Fengbo Ren 19 8 0 15 Dec 2016
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 36 117 0 09 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 29 222 0 02 Dec 2016
Understanding image motion with group representations Andrew Jaegle Stephen Phillips Daphne Ippolito Kostas Daniilidis GAN 14 1 0 01 Dec 2016
Deep Quantization: Encoding Convolutional Activations with Deep Generative Model Zhaofan Qiu Ting Yao Tao Mei DRL MQ 29 59 0 29 Nov 2016
Hierarchical Boundary-Aware Neural Encoder for Video Captioning Lorenzo Baraldi C. Grana Rita Cucchiara 28 191 0 28 Nov 2016
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos Linchao Zhu Zhongwen Xu Yi Yang 35 76 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 32 152 0 24 Nov 2016
Recurrent Attention Models for Depth-Based Person Identification Albert Haque Alexandre Alahi Li Fei-Fei 3DH 44 142 0 22 Nov 2016
Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition Jiali Duan Shuai Zhou Jun Wan Xiaoyuan Guo Stan Z. Li 23 36 0 21 Nov 2016
Deep Temporal Linear Encoding Networks Ali Diba Vivek Sharma Luc Van Gool 21 227 0 21 Nov 2016
Temporal Generative Adversarial Nets with Singular Value Clipping Masaki Saito Eiichi Matsumoto Shunta Saito GAN 40 445 0 21 Nov 2016
Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation Mohammad Sadegh Ali Akbarian F. Saleh Basura Fernando Mathieu Salzmann L. Petersson Lars Andersson 16 11 0 17 Nov 2016
Temporal Convolutional Networks for Action Segmentation and Detection Colin S. Lea Michael D. Flynn René Vidal A. Reiter Gregory Hager 52 1,468 0 16 Nov 2016
Learning long-term dependencies for action recognition with a biologically-inspired deep network Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 29 63 0 16 Nov 2016
Joint Network based Attention for Action Recognition Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 24 8 0 16 Nov 2016
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation Yu-An Chung Shao-Wen Yang Hsuan-Tien Lin 23 2 0 16 Nov 2016
Learning To Score Olympic Events Paritosh Parmar B. Morris 14 166 0 16 Nov 2016
Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks Pichao Wang Zhihao Li Yonghong Hou W. Li 30 357 0 08 Nov 2016
Spatiotemporal Residual Networks for Video Action Recognition Christoph Feichtenhofer A. Pinz Richard P. Wildes 57 716 0 07 Nov 2016
Review of Action Recognition and Detection Methods Soo-Min Kang Richard P. Wildes 27 57 0 21 Oct 2016
ARTiS: Appearance-based Action Recognition in Task Space for Real-Time Human-Robot Collaboration M. Eich S. Shirazi G. Wyeth 6 2 0 18 Oct 2016
Prediction of Manipulation Actions Cornelia Fermuller Fang Wang Yezhou Yang Konstantinos Zampogiannis Yi Zhang Francisco Barranco Michael Pfeiffer 16 51 0 03 Oct 2016