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"

50 / 739 papers shown

Title
Attention-based Few-Shot Person Re-identification Using Meta Learning Alireza Rahimpour Hairong Qi 24 5 0 24 Jun 2018
Learning Multimodal Representations for Unseen Activities A. Piergiovanni Michael S. Ryoo SSL 19 4 0 21 Jun 2018
Spatio-Temporal Channel Correlation Networks for Action Classification Ali Diba Mohsen Fayyaz Vivek Sharma M. M. Arzani Rahman Yousefzadeh Juergen Gall Luc Van Gool 3DPC 28 181 0 19 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 33 6 0 11 Jun 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 36 752 0 05 Jun 2018
Squeeze-and-Excitation on Spatial and Temporal Deep Feature Space for Action Recognition Gaoyun An Wen Zhou Yuxuan Wu Zhenxing Zheng Yongwen Liu 14 10 0 02 Jun 2018
Context-aware Cascade Attention-based RNN for Video Emotion Recognition Man-Chin Sun Shih-Huan Hsu Min Yang Jen-Hsien Chien 36 18 0 30 May 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices Rudrasis Chakraborty Chun-Hao Yang Xingjian Zhen Monami Banerjee Derek B. Archer David E Vaillancourt Vikas Singh B. Vemuri 25 38 0 29 May 2018
A scene perception system for visually impaired based on object detection and classification using multi-modal DCNN Baljit Kaur J. Bhattacharya 7 13 0 22 May 2018
DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization Yuan Cheng Guangya Li Hai-Bao Chen S. Tan Hao Yu 14 3 0 21 May 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks W. Chen Daniel J. McDuff 3DH HAI 31 470 0 21 May 2018
Action Completion: A Temporal Model for Moment Detection Farnoosh Heidarivincheh Majid Mirmehdi Dima Damen 27 19 0 17 May 2018
Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning Wanjia Liu Huaijin Chen Rishab Goel Yuzhong Huang Ashok Veeraraghavan Ankit B. Patel OffRL 20 2 0 16 May 2018
I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames S. Bhardwaj Mitesh M. Khapra 23 3 0 12 May 2018
Driving maneuvers prediction based on cognition-driven and data-driven method Dong Zhou Huimin Ma Yuhan Dong 4 10 0 08 May 2018
A Review on Facial Micro-Expressions Analysis: Datasets, Features and Metrics Walied Merghani A. K. Davison Moi Hoon Yap CVBM 25 51 0 07 May 2018
Weakly-supervised Visual Instrument-playing Action Detection in Videos Jen-Yu Liu Yi-Hsuan Yang Shyh-Kang Jeng 21 13 0 05 May 2018
OMG - Emotion Challenge Solution Yuqi Cui Xiao Zhang Yang Wang Chenfeng Guo Dongrui Wu 20 1 0 30 Apr 2018
Deep Keyframe Detection in Human Action Videos X. Yan Syed Zulqarnain Gilani Hanlin Qin Mingtao Feng Li Zhang Ajmal Mian 25 20 0 26 Apr 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 Apr 2018
Rethinking the Faster R-CNN Architecture for Temporal Action Localization Yu-Wei Chao Sudheendra Vijayanarasimhan Bryan Seybold David A. Ross Jia Deng Rahul Sukthankar ObjD 42 646 0 20 Apr 2018
IterGANs: Iterative GANs to Learn and Control 3D Object Transformation Ysbrand Galama Thomas Mensink GAN 24 10 0 16 Apr 2018
Mutual Suppression Network for Video Prediction using Disentangled Features Jungbeom Lee Jangho Lee Sungmin Lee Sungroh Yoon DRL 19 2 0 13 Apr 2018
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography M. Zreik R. V. van Hamersvelt J. Wolterink T. Leiner M. Viergever Ivana Isgum 14 218 0 12 Apr 2018
Fine-grained Activity Recognition in Baseball Videos A. Piergiovanni Michael S. Ryoo 27 74 0 09 Apr 2018
Layout-induced Video Representation for Recognizing Agent-in-Place Actions Ruichi Yu Hongcheng Wang Ang Li Jingxiao Zheng Vlad I. Morariu L. Davis 19 0 0 04 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 21 213 0 02 Apr 2018
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning Jinzheng Cai Le Lu Fuyong Xing Ling Yang MedIm 34 36 0 30 Mar 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 21 11 0 29 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Non-Linear Temporal Subspace Representations for Activity Recognition A. Cherian S. Sra Stephen Gould Richard I. Hartley 26 44 0 27 Mar 2018
Video Representation Learning Using Discriminative Pooling Jue Wang A. Cherian Fatih Porikli Stephen Gould FAtt 30 61 0 26 Mar 2018
What Do We Understand About Convolutional Networks? Isma Hadji Richard P. Wildes FAtt 30 98 0 23 Mar 2018
Exploiting deep residual networks for human action recognition from skeletal data H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 13 49 0 21 Mar 2018
MLtuner: System Support for Automatic Machine Learning Tuning Henggang Cui G. Ganger Phillip B. Gibbons 16 6 0 20 Mar 2018
Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition J. Zang Le Wang Zi-yi Liu Qilin Zhang Zhenxing Niu G. Hua N. Zheng 27 71 0 19 Mar 2018
Depth Pooling Based Large-scale 3D Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Chang-Fu Tang P. Ogunbona 3DV 125 137 0 17 Mar 2018
Temporal Gaussian Mixture Layer for Videos A. Piergiovanni Michael S. Ryoo 29 86 0 16 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 14 54 0 16 Mar 2018
Evolutionary Architecture Search For Deep Multitask Networks J. Liang Elliot Meyerson Risto Miikkulainen 39 120 0 10 Mar 2018
Sparse Adversarial Perturbations for Videos Xingxing Wei Jun Zhu Hang Su AAML 22 138 0 07 Mar 2018
Joint Event Detection and Description in Continuous Video Streams Huijuan Xu Boyang Albert Li Vasili Ramanishka Leonid Sigal Kate Saenko 14 51 0 28 Feb 2018
Slip Detection with Combined Tactile and Visual Information Jianhua Li Siyuan Dong Edward H. Adelson 11 128 0 27 Feb 2018
Recurrent Residual Module for Fast Inference in Videos Bowen Pan Wuwei Lin Xiaolin Fang Chaoqin Huang Bolei Zhou Cewu Lu ObjD 28 33 0 27 Feb 2018
Deep Unsupervised Learning of Visual Similarities A. Sanakoyeu Miguel Angel Bautista Bjorn Ommer SSL DRL 21 33 0 22 Feb 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 28 10 0 19 Feb 2018
Structured Label Inference for Visual Understanding Nelson Nauata Hexiang Hu Guang-Tong Zhou Zhiwei Deng Zicheng Liao Greg Mori BDL VLM 25 23 0 18 Feb 2018
Learning to score the figure skating sports videos C. Xu Yanwei Fu Bing Zhang Z. Chen Yu-Gang Jiang Xiangyang Xue 44 111 0 08 Feb 2018
Joint Attention in Driver-Pedestrian Interaction: from Theory to Practice Amir Rasouli John K. Tsotsos 35 32 0 07 Feb 2018
Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder Jingkuan Song Hanwang Zhang Xiangpeng Li Lianli Gao Ming Wang Richang Hong 27 245 0 07 Feb 2018