2D Human Pose Estimation: A Survey

15 April 2022

Papers citing "2D Human Pose Estimation: A Survey"

50 / 124 papers shown

Title
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 146 5,158 0 10 Jan 2022
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders Nicola Garau N. Bisagno Piotr Bródka Nicola Conci 43 27 0 19 Aug 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation Ailing Zeng Xiao Sun Lei Yang Nanxuan Zhao Minhao Liu Qiang Xu 3DH 60 112 0 16 Aug 2021
EventHPE: Event-based 3D Human Pose and Shape Estimation Shihao Zou Chuan Guo Wei Ji Sen Wang Pengyu Wang Xiaoqin Hu Shoushun Chen Minglun Gong Li Cheng 3DH 29 51 0 15 Aug 2021
Online Knowledge Distillation for Efficient Pose Estimation Zheng Li Jingwen Ye Xiuming Zhang Ying Huang Zhigeng Pan 43 94 0 04 Aug 2021
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 72 119 0 29 Jul 2021
Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection Zhenguang Liu Peng Qian Xiaoyang Wang Yuan Zhuang Lin Qiu Xun Wang 41 211 0 24 Jul 2021
Human Pose Regression with Residual Log-likelihood Estimation Jiefeng Li Siyuan Bian Ailing Zeng Can Wang Bo Pang Wentao Liu Cewu Lu 40 196 0 23 Jul 2021
Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking Yiding Yang Zhou Ren Haoxiang Li Chunluan Zhou Xinchao Wang G. Hua 3DH 39 67 0 07 Jun 2021
FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware Convolutions Wei Mao Zhi Tian Xinlong Wang Chunhua Shen 3DH 125 60 0 29 May 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 43 58 0 13 May 2021
Unsupervised Human Pose Estimation through Transforming Shape Templates Luca Schmidtke Athanasios Vlontzos Simon Ellershaw Anna Lukens T. Arichi Bernhard Kainz 3DH 54 37 0 10 May 2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss Yangyang Guo Liqiang Nie Zhiyong Cheng Feng Ji Ji Zhang A. Bimbo 52 35 0 05 May 2021
Pose Recognition with Cascade Transformers Ke Li Shijie Wang Xiang Zhang Yifan Xu Weijian Xu Zhuowen Tu ViT 60 212 0 14 Apr 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 62 288 0 13 Apr 2021
Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression Zigang Geng Ke Sun Bin Xiao Zhaoxiang Zhang Jingdong Wang 3DH 85 249 0 06 Apr 2021
From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Chen Li G. Lee OOD 49 83 0 27 Mar 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 48 59 0 17 Mar 2021
Deep Dual Consecutive Network for Human Pose Estimation Zhenguang Liu Haoming Chen Runyang Feng Shuang Wu S. Ji Bailin Yang Xun Wang 3DH 58 109 0 12 Mar 2021
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation Zhengxiong Luo Zhicheng Wang Yan Huang Tieniu Tan Erjin Zhou 152 145 0 30 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 146 584 0 24 Dec 2020
High-Fidelity Neural Human Motion Transfer from Monocular Video Moritz Kappel Vladislav Golyanik Mohamed A. Elgharib Jann-Ole Henningson Hans-Peter Seidel Susana Castillo Christian Theobalt M. Magnor 3DH 33 34 0 20 Dec 2020
Towards Accurate Human Pose Estimation in Videos of Crowded Scenes Li Yuan Shuning Chang Xuecheng Nie Ziyuan Huang Yichen Zhou Yupeng Chen Jiashi Feng Shuicheng Yan 54 15 0 16 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 200 5,068 0 08 Oct 2020
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Xixia Xu Qi Zou Xue Lin 3DH OOD 26 2 0 13 Aug 2020
Adversarial Semantic Data Augmentation for Human Pose Estimation Yanrui Bin Xuan Cao Xinya Chen Yanhao Ge Ying Tai Chengjie Wang Jilin Li Feiyue Huang Changxin Gao Nong Sang 43 60 0 03 Aug 2020
Key Frame Proposal Network for Efficient Pose Estimation in Videos Yuexi Zhang Yin Wang Mario Sznaier Octavia Camps 40 33 0 30 Jul 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 73 126 0 23 Jul 2020
Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement Jian Wang Xiang Long Yuan Gao Errui Ding Shilei Wen 3DH 65 90 0 21 Jul 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 49 356 0 02 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 363 13,002 0 26 May 2020
Combining detection and tracking for human pose estimation in videos Manchen Wang Joseph Tighe Davide Modolo VOT 56 109 0 30 Mar 2020
Peeking into occluded joints: A novel framework for crowd pose estimation Lingteng Qiu Xuanye Zhang Yanran Li Guanbin Li Xiaojun Wu Zixiang Xiong Xiaoguang Han Shuguang Cui 131 72 0 23 Mar 2020
UniPose: Unified Human Pose Estimation in Single Images and Videos Bruno Artacho Andreas E. Savakis 148 135 0 22 Jan 2020
15 Keypoints Is All You Need Michael Snower Asim Kadav Farley Lai H. Graf VOT 3DH 86 48 0 05 Dec 2019
Mixture Dense Regression for Object Detection and Human Pose Estimation Ali Varamesh Tinne Tuytelaars 47 51 0 02 Dec 2019
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation Jia Li Wen Su Zengfu Wang 3DH 38 90 0 24 Nov 2019
The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation Junjie Huang Zheng Zhu Feng Guo Guan Huang Dalong Du 3DH 56 191 0 18 Nov 2019
DirectPose: Direct End-to-End Multi-Person Pose Estimation Zhi Tian Hao Chen Chunhua Shen 3DH 63 100 0 18 Nov 2019
TRB: A Novel Triplet Representation for Understanding 2D Human Body Haodong Duan Kwan-Yee Lin Sheng Jin Wentao Liu Chao Qian Wanli Ouyang 3DH 41 17 0 25 Oct 2019
Distribution-Aware Coordinate Representation for Human Pose Estimation Feng Zhang Xiatian Zhu Hanbin Dai Mao Ye Ce Zhu 3DH 68 423 0 14 Oct 2019
Single-Network Whole-Body Pose Estimation Gines Hidalgo Yaadhav Raaj Haroon Idrees Donglai Xiang Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 156 101 0 30 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 63 674 0 27 Aug 2019
Single-Stage Multi-Person Pose Machines Xuecheng Nie Jianfeng Zhang Shuicheng Yan Jiashi Feng 3DH 133 221 0 24 Aug 2019
Dynamic Kernel Distillation for Efficient Pose Estimation in Videos Xuecheng Nie Yuncheng Li Linjie Luo Ning Zhang Jiashi Feng 3DH 49 65 0 24 Aug 2019
FastPose: Towards Real-time Pose Estimation and Tracking via Scale-normalized Multi-task Networks Jiabin Zhang Zheng Zhu Wei Zou Peng Li Yanwei Li Hu Su Guan Huang VOT 54 30 0 15 Aug 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 73 134 0 22 Jul 2019
Learning Temporal Pose Estimation from Sparsely-Labeled Videos Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 3DH 70 78 0 06 Jun 2019
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering Yangyang Guo Zhiyong Cheng Liqiang Nie Yebin Liu Yinglong Wang Mohan Kankanhalli 38 37 0 13 May 2019
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information Kai Su Dongdong Yu Zhenqi Xu Xin Geng Changhu Wang 64 147 0 09 May 2019