Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos

10 November 2020

Papers citing "Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos"

37 / 37 papers shown

Title
AssembleNet++: Assembling Modality Representations via Attention Connections Michael S. Ryoo A. Piergiovanni Juhana Kangaspunta A. Angelova 48 44 0 18 Aug 2020
Full-Body Awareness from Partial Observations C. Rockwell David Fouhey 3DH 63 49 0 13 Aug 2020
VPN: Learning Video-Pose Embedding for Activities of Daily Living Srijan Das Saurav Sharma Rui Dai Francois Bremond Monique Thonnat ViT 79 126 0 06 Jul 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 89 835 0 31 Mar 2020
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 62 121 0 15 Dec 2019
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 65 430 0 15 Dec 2019
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints C. Caetano Francois Bremond William Robson Schwartz 100 131 0 11 Sep 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 67 676 0 27 Aug 2019
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition Amor Ben Tanfous Hassen Drira Boulbaba Ben Amor 3DH 27 30 0 08 Aug 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 153 325 0 26 Jul 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 61 911 0 26 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 89 511 0 06 Apr 2019
PifPaf: Composite Fields for Human Pose Estimation S. Kreiss Lorenzo Bertoni Alexandre Alahi 3DH 66 425 0 15 Mar 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,596 0 18 Dec 2018
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 61 1,014 0 28 Nov 2018
Memory Attention Networks for Skeleton-based Action Recognition Chunyu Xie Ce Li Baochang Zhang Chong Chen Jungong Han C. Zou Jianzhuang Liu 53 168 0 23 Apr 2018
View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 75 415 0 20 Apr 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 57 537 0 17 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 126 21,470 0 08 Apr 2018
Temporal Gaussian Mixture Layer for Videos A. Piergiovanni Michael S. Ryoo 83 87 0 16 Mar 2018
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images Grégory Rogez Philippe Weinzaepfel Cordelia Schmid 3DH 86 288 0 01 Mar 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 285 1,406 0 01 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 241 4,172 0 23 Jan 2018
Learning Latent Super-Events to Detect Multiple Activities in Videos A. Piergiovanni Michael S. Ryoo 61 90 0 05 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,916 0 21 Nov 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 235 8,037 0 22 May 2017
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation G. Ning Zhi Zhang Zhiquan He GAN 52 170 0 05 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,230 0 20 Mar 2017
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 133 1,586 0 01 Dec 2016
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data Sijie Song Cuiling Lan Junliang Xing Wenjun Zeng Jiaying Liu 189 988 0 18 Nov 2016
Temporal Convolutional Networks for Action Segmentation and Detection Colin S. Lea Michael D. Flynn René Vidal A. Reiter Gregory Hager 98 1,497 0 16 Nov 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 253 2,494 0 11 Apr 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 106 1,245 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos Serena Yeung Olga Russakovsky Ning Jin Mykhaylo Andriluka Greg Mori Li Fei-Fei VLM 97 439 0 21 Jul 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,360 0 04 Jun 2015
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 247 7,541 0 09 Jun 2014