Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection

3 April 2017

Mohammadreza Zolfaghari

Gabriel L. Oliveira

Nima Sedaghat

Thomas Brox

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Papers citing "Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection"

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Title
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition Jie Wang Tingfa Xu Lihe Ding Xinjie Zhang Long Bai Jianan Li 3DPC 180 0 0 07 Apr 2025
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Asem Ali 3DPC 31 0 0 10 Aug 2024
TransNet: A Transfer Learning-Based Network for Human Action Recognition Khaled Alomar Xiaohao Cai 38 1 0 13 Sep 2023
A Survey on Deep Learning-based Spatio-temporal Action Detection Peng Wang Fanwei Zeng Yu Qian 34 5 0 03 Aug 2023
Two-Stream Network for Sign Language Recognition and Translation Yutong Chen Ronglai Zuo Fangyun Wei Yu-Huan Wu Shujie Liu Brian Mak SLR 42 118 0 02 Nov 2022
Actor-identified Spatiotemporal Action Detection -- Detecting Who Is Doing What in Videos Fan Yang Norimichi Ukita S. Sakti Satoshi Nakamura 19 0 0 27 Aug 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 27 20 0 17 Jul 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 30 25 0 23 Feb 2022
Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition Benjia Zhou Pichao Wang Jun Wan Yanyan Liang Fan Wang Du Zhang Zhen Lei Hao Li Rong Jin 36 29 0 16 Dec 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 95 0 01 Jul 2021
Hierarchical growing grid networks for skeleton based action recognition Zahra Gharaee 34 12 0 22 Apr 2021
Skeleton Aware Multi-modal Sign Language Recognition Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 33 165 0 16 Mar 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
Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal Heatmaps Mattia Segu Federico Pirovano Gianmario Fumagalli Amedeo Fabris 21 2 0 26 Nov 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han Kui Jia Jiangbo Lu 22 84 0 16 Nov 2020
Pose-based Body Language Recognition for Emotion and Psychiatric Symptom Interpretation Zhengyuan Yang Amanda Kay Yuncheng Li Wendi F. Cross Jiebo Luo 33 17 0 30 Oct 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 39 33 0 16 Oct 2020
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos Lifang Wu Zhou Yang Qi Wang Meng Jian Boxuan Zhao Junchi Yan Chang Wen Chen 29 33 0 13 Jul 2020
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 19 178 0 28 Mar 2020
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 27 115 0 15 Dec 2019
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 33 96 0 09 Dec 2019
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray A. Peña 39 14 0 12 Oct 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 33 1,255 0 12 May 2019
Action Machine: Rethinking Action Recognition in Trimmed Videos Jiagang Zhu Wei Zou Liang Xu Yiming Hu Zheng Zhu Manyu Chang Junjie Huang Guan Huang Dalong Du 35 37 0 14 Dec 2018
Predicting Action Tubes Gurkirt Singh Suman Saha Fabio Cuzzolin ViT 27 22 0 23 Aug 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 41 220 0 28 Jul 2018
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition Xikun Zhang Chang Xu Xinmei Tian Dacheng Tao 3DH GNN 30 157 0 16 May 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 Apr 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 28 10 0 19 Feb 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Z. Tu Kevin Patrick Murphy 3DH 43 1,308 0 13 Dec 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 40 59 0 27 Nov 2017
Attentional Pooling for Action Recognition Rohit Girdhar Deva Ramanan 24 319 0 04 Nov 2017