Deep Learning-Based Human Pose Estimation: A Survey

24 December 2020

Papers citing "Deep Learning-Based Human Pose Estimation: A Survey"

50 / 249 papers shown

Title
Invariant Representation Learning for Infant Pose Estimation with Small Data Xiaofei Huang Nihang Fu Shuangjun Liu Sarah Ostadabbas 3DH 23 43 0 13 Oct 2020
Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 21 11 0 10 Sep 2020
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Jianan Zhen Qi Fang Jiaming Sun Wentao Liu Wei Jiang Hujun Bao Xiaowei Zhou 3DH 147 96 0 26 Aug 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 49 374 0 20 Aug 2020
STAR: Sparse Trained Articulated Human Body Regressor Ahmed A. A. Osman Timo Bolkart Michael J. Black 3DH 42 269 0 19 Aug 2020
AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation Xinyu Gong Wuyang Chen Yi Ding Ye Yuan Xianming Liu Qian Zhang Yuan Li Zhangyang Wang 65 20 0 16 Aug 2020
Vid2Player: Controllable Video Sprites that Behave and Appear like Professional Tennis Players Haotian Zhang Cristobal Sciutto Maneesh Agrawala Kayvon Fatahalian DiffM VGen 62 51 0 11 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Gyeongsik Moon Kyoung Mu Lee 3DH 72 421 0 09 Aug 2020
Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation Jogendra Nath Kundu Ambareesh Revanur Govind V Waghmare R. Venkatesh R. Venkatesh Babu 3DH 21 17 0 04 Aug 2020
Appearance Consensus Driven Self-Supervised Human Mesh Recovery Jogendra Nath Kundu M. Rakesh Varun Jampani R. Venkatesh R. Venkatesh Babu 3DH 46 37 0 04 Aug 2020
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation Jiefeng Li Can Wang Wentao Liu Chao Qian Cewu Lu 3DH 64 79 0 01 Aug 2020
TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video Tiancheng Zhi Christoph Lassner Tony Tung Carsten Stoll S. Narasimhan Minh Vo 3DH 37 42 0 01 Aug 2020
Key Frame Proposal Network for Efficient Pose Estimation in Videos Yuexi Zhang Yin Wang Mario Sznaier Octavia Camps 33 33 0 30 Jul 2020
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 39 50 0 27 Jul 2020
Reconstructing NBA Players Luyang Zhu Konstantinos Rematas Brian L. Curless S. M. Seitz Ira Kemelmacher-Shlizerman 3DH 34 41 0 27 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 63 127 0 23 Jul 2020
Whole-Body Human Pose Estimation in the Wild Sheng Jin Lumin Xu Jin Xu Can Wang Wentao Liu Chao Qian Wanli Ouyang Ping Luo 3DH 166 240 0 23 Jul 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes Keyang Zhou Bharat Lal Bhatnagar Gerard Pons-Moll 3DH DRL 27 78 0 22 Jul 2020
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry He Chen Pengfei Guo Pengfei Li Gim Hee Lee Gregory Chirikjian 3DH 71 40 0 21 Jul 2020
Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement Jian Wang Xiang Long Yuan Gao Errui Ding Shilei Wen 3DH 60 89 0 21 Jul 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 46 180 0 18 Jul 2020
Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity Mandy Lu K. Poston A. Pfefferbaum E. Sullivan L. Fei-Fei K. Pohl Juan Carlos Niebles Ehsan Adeli 27 61 0 17 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 76 250 0 07 Jul 2020
VPN: Learning Video-Pose Embedding for Activities of Daily Living Srijan Das Saurav Sharma Rui Dai Francois Bremond Monique Thonnat ViT 64 124 0 06 Jul 2020
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth M. Rahul M. Rakesh Venkatesh Babu Radhakrishnan Anirban Chakraborty 3DH 99 51 0 24 Jun 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 64 182 0 15 Jun 2020
Cascaded deep monocular 3D human pose estimation with evolutionary training data Shichao Li Lei Ke Kevin Pratama Yu-Wing Tai Chi-Keung Tang Kwang-Ting Cheng 3DH 34 158 0 14 Jun 2020
3D Human Mesh Regression with Dense Correspondence Wang Zeng Wanli Ouyang Ping Luo Wentao Liu Xiaogang Wang 3DH 22 95 0 10 Jun 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 42 356 0 02 Jun 2020
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 37 183 0 29 Apr 2020
Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos U. Rafi Andreas Doering Bastian Leibe Juergen Gall 3DH 44 41 0 27 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 115 12,153 0 23 Apr 2020
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis Jogendra Nath Kundu Siddharth Seth Varun Jampani M. Rakesh R. Venkatesh Babu Anirban Chakraborty SSL 3DH 37 79 0 09 Apr 2020
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation Edoardo Remelli Shangchen Han S. Honari Pascal Fua Robert Y. Wang 47 111 0 05 Apr 2020
Bodies at Rest: 3D Human Pose and Shape Estimation from a Pressure Image using Synthetic Data Henry M. Clever Zackory M. Erickson Ariel Kapusta Greg Turk Chenxi Liu Charles C. Kemp 3DH 49 61 0 02 Apr 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 61 741 0 01 Apr 2020
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation Matteo Fabbri Fabio Lanzi Simone Calderara S. Alletto Rita Cucchiara 3DH 30 82 0 01 Apr 2020
Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation Mariko Isogawa Ye Yuan Matthew O'Toole Kris Kitani 3DH 51 61 0 31 Mar 2020
MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation Rongchang Xie Chunyu Wang Yizhou Wang 42 26 0 30 Mar 2020
Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach Zhe Zhang Chunyu Wang Wenhu Qin Wenjun Zeng 3DH 65 64 0 25 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
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 49 134 0 23 Mar 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 55 220 0 18 Mar 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 43 117 0 17 Mar 2020
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style Chaitanya Patel Zhouyingcheng Liao Gerard Pons-Moll 3DH AI4CE 78 258 0 10 Mar 2020
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPS Long Chen H. Ai R. Chen Zijie Zhuang Shuang Liu 29 70 0 09 Mar 2020
4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras Yuxiang Zhang Liang An Tao Yu Xiu Li Kun Li Yebin Liu 39 80 0 28 Feb 2020
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition Tianlang Chen Chen Fang Xiaohui Shen Yiheng Zhu Zhili Chen Jiebo Luo 3DH MedIm 106 23 0 24 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 208 18,607 0 13 Feb 2020
UniPose: Unified Human Pose Estimation in Single Images and Videos Bruno Artacho Andreas E. Savakis 146 135 0 22 Jan 2020