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Towards Precise 3D Human Pose Estimation with Multi-Perspective Spatial-Temporal Relational Transformers

30 January 2024

Kailun Yang

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Papers citing "Towards Precise 3D Human Pose Estimation with Multi-Perspective Spatial-Temporal Relational Transformers"

29 / 29 papers shown

Title
Beyond the Field-of-View: Enhancing Scene Visibility and Perception with Clip-Recurrent Transformer Haowen Shi Zhijie Xu Kailun Yang Xiaoyue Yin Ze Wang Kaiwei Wang ViT 83 5 0 21 Nov 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 92 538 0 26 Apr 2022
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Wang Zeng Sheng Jin Wentao Liu Chao Qian Ping Luo Ouyang Wanli Xiaogang Wang ViT 86 127 0 19 Apr 2022
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 106 252 0 24 Nov 2021
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance Jiaming Zhang Kailun Yang Angela Constantinescu Kunyu Peng Karin Muller Rainer Stiefelhagen ViT 68 69 0 20 Aug 2021
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification Yongming Rao Wenliang Zhao Benlin Liu Jiwen Lu Jie Zhou Cho-Jui Hsieh ViT 104 708 0 03 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 329 5,072 0 31 May 2021
Pose Recognition with Cascade Transformers Ke Li Shijie Wang Xiang Zhang Yifan Xu Weijian Xu Zhuowen Tu ViT 73 212 0 14 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 148 454 0 18 Mar 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 196 270 0 28 Dec 2020
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu Chong Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 211 592 0 24 Dec 2020
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach Ailing Zeng Xiao Sun Fuyang Huang Minhao Liu Qiang Xu Stephen Lin 70 183 0 18 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 454 13,130 0 26 May 2020
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 75 187 0 29 Apr 2020
Chirality Nets for Human Pose Regression Raymond A. Yeh Yuan-Ting Hu Alex Schwing 3DH 55 50 0 31 Oct 2019
Cross View Fusion for 3D Human Pose Estimation Haibo Qiu Chunyu Wang Jingdong Wang Naiyan Wang Wenjun Zeng 85 216 0 03 Sep 2019
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation Jiahao Lin Gim Hee Lee 57 74 0 22 Aug 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,063 0 25 Feb 2019
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 73 362 0 10 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 128 1,793 0 17 Apr 2018
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 144 1,428 0 20 Nov 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 105 1,319 0 08 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 372 27,253 0 20 Mar 2017
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 94 1,082 0 29 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 158 6,551 0 24 Nov 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 435 10,541 0 21 Jul 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 112 2,749 0 30 Jan 2016