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
2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition Hengduo Li Zuxuan Wu Abhinav Shrivastava L. Davis 27 35 0 29 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 56 504 0 22 Dec 2020
SMART Frame Selection for Action Recognition Shreyank N. Gowda Marcus Rohrbach Laura Sevilla-Lara 26 142 0 19 Dec 2020
Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates Feiyan Hu Eva Mohedano Noel E. O'Connor Kevin McGuinness 24 1 0 18 Dec 2020
TDN: Temporal Difference Networks for Efficient Action Recognition Limin Wang Zhan Tong Bin Ji Gangshan Wu 28 391 0 18 Dec 2020
GTA: Global Temporal Attention for Video Action Understanding Bo He Xitong Yang Zuxuan Wu Hao Chen Ser-Nam Lim Abhinav Shrivastava ViT 33 27 0 15 Dec 2020
NUTA: Non-uniform Temporal Aggregation for Action Recognition Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Hao Chen Joseph Tighe ViT 16 16 0 15 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Pose-based Sign Language Recognition using GCN and BERT Anirudh Tunga Sai Vidyaranya Nuthalapati J. Wachs SLR 27 66 0 01 Dec 2020
Group-Skeleton-Based Human Action Recognition in Complex Events Tingtian Li Zixun Sun Xiao Chen 24 5 0 26 Nov 2020
Recent Progress in Appearance-based Action Recognition J. Humphreys Zhe Chen Dacheng Tao 24 0 0 25 Nov 2020
Video SemNet: Memory-Augmented Video Semantic Network Prashanth Vijayaraghavan D. Roy 30 0 0 22 Nov 2020
Multi-Modal Hybrid Architecture for Pedestrian Action Prediction Amir Rasouli Tiffany Yau Mohsen Rohani Jun Luo 31 43 0 16 Nov 2020
Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues A. Alam I. Ullah Young-Koo Lee 42 22 0 16 Nov 2020
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition T. Ayral M. Pedersoli Simon L Bacon Eric Granger CVBM 3DH 13 11 0 10 Nov 2020
Video Big Data Analytics in the Cloud: Research Issues and Challenges A. Alam S. Khalid Muhammad Numan Khan Tariq Habib Afridi I. Ullah Young-Koo Lee 18 1 0 05 Nov 2020
Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment Qi Kuang Xin Jin Qinping Zhao Bin Zhou 21 29 0 04 Nov 2020
Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition Chun-Fu Chen Yikang Shen K. Ramakrishnan Rogerio Feris J. M. Cohn A. Oliva Quanfu Fan 23 95 0 22 Oct 2020
A Grid-based Representation for Human Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 31 3 0 17 Oct 2020
Video Action Understanding Matthew Hutchinson V. Gadepally 43 20 0 13 Oct 2020
Deep Sequence Learning for Video Anticipation: From Discrete and Deterministic to Continuous and Stochastic S. Aliakbarian AI4TS 24 0 0 09 Oct 2020
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients Ruisheng Su Sandra A. P. Cornelissen M. van der Sluijs A. V. van Es W. V. van Zwam ... G. Lycklama P. van Doormaal W. Niessen A. van der Lugt T. van Walsum 6 25 0 03 Oct 2020
A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition Ayush Srivastava Oshin Dutta A. Prathosh Sumeet Agarwal Jigyasa Gupta 12 8 0 03 Oct 2020
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks Iulia Duta Andrei Liviu Nicolicioiu Marius Leordeanu 26 6 0 17 Sep 2020
Discriminability Distillation in Group Representation Learning Manyuan Zhang Guanglu Song Hang Zhou Yu Liu FedML 17 18 0 25 Aug 2020
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition M. E. Kalfaoglu Sinan Kalkan A. Aydin Alatan 3DPC 39 140 0 03 Aug 2020
Approximated Bilinear Modules for Temporal Modeling Xinqi Zhu Chang Xu Langwen Hui Cewu Lu Dacheng Tao 25 23 0 25 Jul 2020
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Xiaofang Wang Xuehan Xiong Maxim Neumann A. Piergiovanni Michael S. Ryoo A. Angelova Kris Kitani Wei Hua 24 51 0 23 Jul 2020
Directional Temporal Modeling for Action Recognition Xinyu Li Bing Shuai Joseph Tighe 16 41 0 21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition Xitong Yang Xiaodong Yang Sifei Liu Deqing Sun L. Davis Jan Kautz SSL 35 13 0 20 Jul 2020
Context-Aware RCNN: A Baseline for Action Detection in Videos Jianchao Wu Zhanghui Kuang Limin Wang Wayne Zhang Gangshan Wu 30 79 0 20 Jul 2020
Region-based Non-local Operation for Video Classification Guoxi Huang A. Bors 22 11 0 17 Jul 2020
Visual Relation Grounding in Videos Junbin Xiao Xindi Shang Xun Yang Sheng Tang Tat-Seng Chua 20 40 0 17 Jul 2020
Appearance-Preserving 3D Convolution for Video-based Person Re-identification Xinqian Gu Hong Chang Bingpeng Ma Hongkai Zhang Xilin Chen 3DH 3DPC 33 130 0 16 Jul 2020
Challenge report:VIPriors Action Recognition Challenge Zhipeng Luo Dawei Xu Zhiguang Zhang 22 2 0 16 Jul 2020
Universal-to-Specific Framework for Complex Action Recognition Peisen Zhao Lingxi Xie Ya Zhang Qi Tian 27 9 0 13 Jul 2020
AViD Dataset: Anonymized Videos from Diverse Countries A. Piergiovanni Michael S. Ryoo 33 35 0 10 Jul 2020
Deep learning for scene recognition from visual data: a survey Alina Matei A. Glavan Estefanía Talavera 18 18 0 03 Jul 2020
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose Yizhak Ben-Shabat Xin Yu F. Saleh Dylan Campbell Cristian Rodriguez-Opazo Hongdong Li Stephen Gould 34 111 0 01 Jul 2020
Dynamic Sampling Networks for Efficient Action Recognition in Videos Yin-Dong Zheng Zhaoyang Liu Tong Lu Limin Wang 16 75 0 28 Jun 2020
SmallBigNet: Integrating Core and Contextual Views for Video Classification Xianhang Li Yali Wang Zhipeng Zhou Yu Qiao ViT 30 91 0 25 Jun 2020
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images Zhen Yu Jennifer Nguyen Xiaojun Chang J. Kelly C. Mclean Lei Zhang Victoria Mar Z. Ge MedIm 11 3 0 19 Jun 2020
A Real-time Action Representation with Temporal Encoding and Deep Compression Kun Liu Wu Liu Huadong Ma Mingkui Tan Chuang Gan 26 35 0 17 Jun 2020
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs A. Rajagopal D. A. Vink Stylianos I. Venieris C. Bouganis MQ 16 14 0 16 Jun 2020
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization Junting Pan Siyu Chen Zheng Shou Yu Liu Jing Shao Hongsheng Li 3DPC 19 150 0 14 Jun 2020
A Deep Learning Framework for Recognizing both Static and Dynamic Gestures Osama Mazhar S. Ramdani A. Cherubini 31 16 0 11 Jun 2020
Unique Faces Recognition in Videos Jiahao Huo Terence L van Zyl CVBM 12 7 0 10 Jun 2020
Modeling Long-horizon Tasks as Sequential Interaction Landscapes Soren Pirk Karol Hausman Alexander Toshev Mohi Khansari 22 27 0 08 Jun 2020
LSTM-based Anomaly Detection for Non-linear Dynamical System Yue Tan Chunjing Hu Kuan Zhang K. Zheng Ethan A. Davis J. S. Park AI4TS 11 17 0 05 Jun 2020
Transforming Multi-Concept Attention into Video Summarization Yen-Ting Liu Yu-Jhe Li Y. Wang 24 19 0 02 Jun 2020