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
Shoulder Physiotherapy Exercise Recognition: Machine Learning the Inertial Signals from a Smartwatch D. Burns N. Leung M. Hardisty C. Whyne P. Henry S. McLachlin OOD 24 91 0 05 Feb 2018
Human Action Adverb Recognition: ADHA Dataset and A Three-Stream Hybrid Model Bo Pang Kaiwen Zha Cewu Lu EgoV 29 11 0 04 Feb 2018
Game of Sketches: Deep Recurrent Models of Pictionary-style Word Guessing Ravi Kiran Sarvadevabhatla Shiv Surya Trisha Mittal Venkatesh Babu Radhakrishnan 24 14 0 29 Jan 2018
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks Unaiza Ahsan Chen Sun Irfan Essa GAN 23 44 0 22 Jan 2018
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction Mingze Xu Chenyou Fan John Paden Geoffrey C. Fox David J. Crandall 23 13 0 11 Jan 2018
A Unified Method for First and Third Person Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 25 6 0 30 Dec 2017
Learning Deep and Compact Models for Gesture Recognition K. Mullick A. Namboodiri 3DH 12 8 0 29 Dec 2017
On the Integration of Optical Flow and Action Recognition Laura Sevilla-Lara Yiyi Liao Fatma Guney Varun Jampani Andreas Geiger Michael J. Black 27 192 0 22 Dec 2017
ReabsNet: Detecting and Revising Adversarial Examples Jiefeng Chen Zihang Meng Changtian Sun Weiliang Tang Yinglun Zhu AAML GAN 26 4 0 21 Dec 2017
An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data Oytun Ulutan B. Riggan Nasser M. Nasrabadi B. S. Manjunath 11 3 0 20 Dec 2017
Impression Network for Video Object Detection Congrui Hetang Hongwei Qin Shaohui Liu Junjie Yan ObjD 14 31 0 16 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 52 1,309 0 13 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 33 92 0 12 Dec 2017
Peephole: Predicting Network Performance Before Training Boyang Deng Junjie Yan Dahua Lin 27 103 0 09 Dec 2017
Learning Latent Super-Events to Detect Multiple Activities in Videos A. Piergiovanni Michael S. Ryoo 16 90 0 05 Dec 2017
Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis D. Tran Alexandros Iosifidis Juho Kanniainen Moncef Gabbouj AIFin AI4TS 14 200 0 04 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 37 325 0 02 Dec 2017
Recurrent Neural Networks for Semantic Instance Segmentation Amaia Salvador Míriam Bellver Victor Campos Manel Baradad F. Marqués Jordi Torres Xavier Giró-i-Nieto SSeg 24 62 0 02 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 36 97 0 01 Dec 2017
Budget-Aware Activity Detection with A Recurrent Policy Network Behrooz Mahasseni Xiaodong Yang Pavlo Molchanov Jan Kautz 33 6 0 30 Nov 2017
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos Rui Hou Chen Chen M. Shah MedIm 36 60 0 30 Nov 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 126 2,990 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 40 292 0 29 Nov 2017
Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation? S. T. Kim Yong Man Ro CVBM 20 5 0 29 Nov 2017
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Zhaofan Qiu Ting Yao Tao Mei 34 1,650 0 28 Nov 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 56 330 0 27 Nov 2017
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification Xiang Long Chuang Gan Gerard de Melo Jiajun Wu Xiao-Chang Liu Shilei Wen 34 208 0 27 Nov 2017
Appearance-and-Relation Networks for Video Classification Limin Wang Wei Li Wen Li Luc Van Gool 39 350 0 24 Nov 2017
Multi-Level Recurrent Residual Networks for Action Recognition Zhenxing Zheng Gaoyun An Q. Ruan 8 12 0 22 Nov 2017
Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification Ali Diba Mohsen Fayyaz Vivek Sharma A. Karami M. M. Arzani Rahman Yousefzadeh Luc Van Gool 26 241 0 22 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 112 8,829 0 21 Nov 2017
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 21 382 0 21 Nov 2017
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks Franyell Silfa Gem Dot J. Arnau Antonio González 33 39 0 20 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 25 89 0 11 Nov 2017
Two-stream Collaborative Learning with Spatial-Temporal Attention for Video Classification Yuxin Peng Yunzhen Zhao Junchao Zhang 32 115 0 09 Nov 2017
PersonRank: Detecting Important People in Images Wei-Hong Li Benchao Li Weishi Zheng 23 17 0 06 Nov 2017
End-to-End Video Classification with Knowledge Graphs Fang Yuan Zhe Wang Jie Lin L. F. D’Haro Jung-jae Kim Zengfeng Zeng V. Chandrasekhar 20 10 0 06 Nov 2017
Convolutional Drift Networks for Video Classification Dillon Graham Seyed Hamed Fatemi Langroudi Christopher Kanan Dhireesha Kudithipudi 21 11 0 03 Nov 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 39 353 0 31 Oct 2017
ContextVP: Fully Context-Aware Video Prediction Wonmin Byeon Qin Wang R. Srivastava Petros Koumoutsakos 28 8 0 23 Oct 2017
ActivityNet Challenge 2017 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 48 48 0 22 Oct 2017
Pose-based Deep Gait Recognition Anna Sokolova Anton Konushin CVBM 23 43 0 17 Oct 2017
Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor Aaron Chadha Alhabib Abbas Y. Andreopoulos 29 37 0 14 Oct 2017
Batch-based Activity Recognition from Egocentric Photo-Streams Revisited Alejandro Cartas Juan Marín Petia Radeva Mariella Dimiccoli EgoV 24 12 0 11 Oct 2017
Detecting the Moment of Completion: Temporal Models for Localising Action Completion Farnoosh Heidarivincheh Majid Mirmehdi Dima Damen 39 5 0 06 Oct 2017
Summarization of User-Generated Sports Video by Using Deep Action Recognition Features Antonio Tejero-de-Pablos Yuta Nakashima Tomokazu Sato N. Yokoya Marko Linna Esa Rahtu AI4TS 31 74 0 25 Sep 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Qian Wang Ke Chen BDL 30 7 0 15 Sep 2017
Action Classification and Highlighting in Videos Atousa Torabi Leonid Sigal 19 5 0 31 Aug 2017
Two-stream Flow-guided Convolutional Attention Networks for Action Recognition An Tran L. Cheong 22 53 0 30 Aug 2017
Batch-Based Activity Recognition from Egocentric Photo-Streams Alejandro Cartas Mariella Dimiccoli Petia Radeva EgoV 23 9 0 25 Aug 2017