Real-time Action Recognition with Enhanced Motion Vector CNNs

26 April 2016

Bowen Zhang

Limin Wang

Zhe Wang

Yu Qiao

Hanli Wang

ArXiv PDF HTML

Papers citing "Real-time Action Recognition with Enhanced Motion Vector CNNs"

50 / 56 papers shown

Title
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
Training a Large Video Model on a Single Machine in a Day Yue Zhao Philipp Krahenbuhl VLM 34 15 0 28 Sep 2023
ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration Duo Wu Dayou Zhang Miao Zhang Ruoyu Zhang Fang Wang Shuguang Cui 26 7 0 19 Aug 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 40 8 0 18 Jul 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability Xiang Wang Hangjie Yuan Shiwei Zhang Dayou Chen Jiuniu Wang Yingya Zhang Yujun Shen Deli Zhao Jingren Zhou VGen DiffM 33 319 0 03 Jun 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 36 14 0 15 Jan 2023
PatchBlender: A Motion Prior for Video Transformers Gabriele Prato Yale Song Janarthanan Rajendran R. Devon Hjelm Neel Joshi Sarath Chandar ViT 27 0 0 11 Nov 2022
Multi-Attention Network for Compressed Video Referring Object Segmentation Weidong Chen Dexiang Hong Yuankai Qi Zhenjun Han Shuhui Wang Laiyun Qing Qingming Huang Guorong Li VOS 20 36 0 26 Jul 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 35 254 0 27 Jun 2022
Deformable Video Transformer Jue Wang Lorenzo Torresani ViT 30 28 0 31 Mar 2022
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection Congcong Li Xinyao Wang Longyin Wen Dexiang Hong Tiejian Luo Libo Zhang 23 16 0 29 Mar 2022
TEAM-Net: Multi-modal Learning for Video Action Recognition with Partial Decoding Zhengwei Wang Qi She A. Smolic 21 9 0 17 Oct 2021
Egocentric View Hand Action Recognition by Leveraging Hand Surface and Hand Grasp Type Sangpil Kim Jihyun Bae Hyung-Gun Chi Sunghee Hong Byoung Soo Koh K. Ramani EgoV 19 0 0 08 Sep 2021
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition Jiawei Chen C. Ho ViT 26 77 0 20 Aug 2021
REGINA - Reasoning Graph Convolutional Networks in Human Action Recognition Bruno Degardin Vasco Lopes Hugo Proencca 3DH GNN 38 10 0 14 May 2021
Adaptive Configuration of In Situ Lossy Compression for Cosmology Simulations via Fine-Grained Rate-Quality Modeling Sian Jin Jesus Pulido Pascal Grosset Jiannan Tian Dingwen Tao J. Ahrens 33 22 0 01 Apr 2021
Identity-aware Facial Expression Recognition in Compressed Video Xiaofeng Liu Linghao Jin Xu Han Jun Lu J. You Lingsheng Kong CVBM 48 20 0 01 Jan 2021
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
PERF-Net: Pose Empowered RGB-Flow Net Yinxiao Li Zhichao Lu Xuehan Xiong Jonathan Huang 3DH 40 17 0 28 Sep 2020
3DFCNN: Real-Time Action Recognition using 3D Deep Neural Networks with Raw Depth Information Adrián Sánchez-Caballero Sergio de López-Diz D. Fuentes-Jiménez Cristina Losada-Gutiérrez Marta Marrón-Romera D. Casillas-Pérez Mohammad Ibrahim Sarker HAI 35 62 0 13 Jun 2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 40 23 0 02 Mar 2020
A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking A. Hammam Mona M. Soliman A. Hassanien 18 0 0 09 Nov 2019
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations Bohan Zhuang Jing Liu Mingkui Tan Lingqiao Liu Ian Reid Chunhua Shen MQ 29 45 0 10 Aug 2019
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 16 46 0 05 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
Spatiotemporal Pyramid Network for Video Action Recognition Yunbo Wang Mingsheng Long Jianmin Wang Philip S. Yu 32 227 0 04 Mar 2019
Efficient Video Classification Using Fewer Frames S. Bhardwaj Mukundhan Srinivasan Mitesh M. Khapra 40 88 0 27 Feb 2019
IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition Ke Yang Peng Qiao Dongsheng Li Y. Dou ViT 35 8 0 26 Feb 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 28 127 0 22 Jan 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 37 120 0 11 Jan 2019
Self-Referenced Deep Learning Xu Lan Xiatian Zhu S. Gong 27 23 0 19 Nov 2018
Rate-Accuracy Trade-Off In Video Classification With Deep Convolutional Neural Networks M. Jubran Alhabib Abbas Aaron Chadha Y. Andreopoulos 12 12 0 27 Sep 2018
Using phase instead of optical flow for action recognition Omar Hommos S. Pintea Pascal Mettes Jan van Gemert 45 13 0 10 Sep 2018
Motion Feature Network: Fixed Motion Filter for Action Recognition Myunggi Lee Seungeui Lee S. Son Gyutae Park Nojun Kwak 30 121 0 26 Jul 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 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
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision Yuhao Zhu A. Samajdar Matthew Mattina P. Whatmough 32 87 0 29 Mar 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 28 10 0 19 Feb 2018
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 37 325 0 02 Dec 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
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
Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data Kun Liu Wu Liu Huadong Ma Wenbing Huang Xiongxiong Dong 22 40 0 20 Oct 2017
Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor Aaron Chadha Alhabib Abbas Y. Andreopoulos 26 37 0 14 Oct 2017
Real-Time Action Detection in Video Surveillance using Sub-Action Descriptor with Multi-CNN Cheng-Bin Jin Shengzhe Li Hakil Kim 28 26 0 10 Oct 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun Kui Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 27 154 0 13 Aug 2017
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition Jian Liu Naveed Akhtar Ajmal Mian 3DH 29 41 0 04 Jul 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 37 1,639 0 01 Jun 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 37 803 0 08 May 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