Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective

23 April 2021

Tao Mei

Papers citing "Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective"

50 / 52 papers shown

Title
A Secure Authentication-Driven Protected Data Collection Protocol in Internet of Things Maryam Ataei Nezhad H. Barati A. Barati 52 0 0 08 Oct 2025
End-to-End Human Pose Reconstruction from Wearable Sensors for 6G Extended Reality Systems Nguyen Quang Hieu D. Hoang Diep N. Nguyen Mohammad Abu Alsheikh Carlos C. N. Kuhn Yibeltal Alem Ibrahim Radwan 3DH 154 1 0 06 Mar 2025
Monocular Person Localization under Camera Ego-motionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2025 Yu Zhan Hanjing Ye Kuanqi Cai 172 1 0 04 Mar 2025
A vision-based framework for human behavior understanding in industrial assembly lines Konstantinos Papoutsakis Nikolaos Bakalos Konstantinos Fragkoulis Athena Zacharia Georgia Kapetadimitri Maria Pateraki 194 3 0 25 Sep 2024
Motion Capture from Inertial and Vision Sensors Xiaodong Chen Wu Liu Qian Bao Xinchen Liu Quanwei Yang Ruoli Dai Tao Mei 263 6 0 23 Jul 2024
Markerless Multi-view 3D Human Pose Estimation: a survey Ana Filipa Rodrigues Nogueira Hélder P. Oliveira Luís F. Teixeira 3DH 252 14 0 04 Jul 2024
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans Nicola Garau Giulia Martinelli N. Bisagno Denis Tomè Carsten Stoll 3DH 211 1 0 28 Jun 2024
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey Uchitha Rajapaksha Ferdous Sohel Hamid Laga D. Diepeveen Mohammed Bennamoun MDE 190 32 0 28 Jun 2024
Human Modelling and Pose Estimation Overview Pawel Knap 233 9 0 27 Jun 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 212 0 0 05 Jun 2024
Deep learning for 3D human pose estimation and mesh recovery: A survey Yang Liu Changzhen Qiu Zhiyong Zhang 3DH 209 21 0 29 Feb 2024
NToP: NeRF-Powered Large-scale Dataset Generation for 2D and 3D Human Pose Estimation in Top-View Fisheye Images Jingrui Yu Dipankar Nandi Roman Seidel G. Hirtz 3DH 226 1 0 28 Feb 2024
Active headrest combined with a depth camera-based ear-positioning system Yuteng Liu Haowen Li Haishan Zou Jing Lu Zhibin Lin 99 0 0 25 Dec 2023
Unsupervised Keypoints from Pretrained Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Eric Hedlin Gopal Sharma Shweta Mahajan Xingzhe He Hossam N. Isack Abhishek Kar Helge Rhodin Andrea Tagliasacchi Kwang Moo Yi 355 16 0 29 Nov 2023
Weakly-Supervised 3D Reconstruction of Clothed Humans via Normal Maps Jane Wu Diego Thomas Ronald Fedkiw 3DH 214 1 0 27 Nov 2023
Spatial Attention-based Distribution Integration Network for Human Pose Estimation Sihan Gao Jing Zhu Xiaoxuan Zhuang Zhaoyue Wang Qijin Li 3DH 101 1 0 09 Nov 2023
Reconstructing Human Pose from Inertial Measurements: A Generative Model-based Compressive Sensing ApproachIEEE Journal on Selected Areas in Communications (JSAC), 2023 Nguyen Quang Hieu D. Hoang Diep N. Nguyen Mohammad Abu Alsheikh 3DH 145 6 0 31 Oct 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 248 13 0 19 Oct 2023
Augmenting Vision-Based Human Pose Estimation with Rotation Matrix Milad Vazan F. Masoumi Ruizhi Ou Reza Rawassizadeh 187 2 0 09 Oct 2023
Learning Disentangled Avatars with Hybrid 3D Representations Yao Feng Weiyang Liu Timo Bolkart Jinlong Yang Marc Pollefeys Michael J. Black 3DH 130 41 0 12 Sep 2023
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2023 Boyuan Jiang Lei Hu Shihong Xia 143 14 0 09 Sep 2023
Parsing is All You Need for Accurate Gait Recognition in the WildACM Multimedia (ACM MM), 2023 Jinkai Zheng Xinchen Liu Shuai Wang Lihao Wang C. Yan Wu Liu CVBM 289 29 0 31 Aug 2023
Spatio-temporal MLP-graph network for 3D human pose estimationBritish Machine Vision Conference (BMVC), 2023 T. Hassan A. Ben Hamza 3DH 140 5 0 29 Aug 2023
Vision-Based Human Pose Estimation via Deep Learning: A SurveyIEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2023 Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 232 70 0 26 Aug 2023
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia Caroline Malin-Mayor Vida Adeli Andrea Sabo S. Noritsyn C. Gorodetsky A. Fasano Andrea Iaboni Babak Taati CVBM 98 1 0 22 Aug 2023
Iterative Graph Filtering Network for 3D Human Pose EstimationJournal of Visual Communication and Image Representation (JVCIR), 2023 Zaedul Islam A. Ben Hamza 3DH 196 4 0 29 Jul 2023
DisguisOR: Holistic Face Anonymization for the Operating RoomInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023 Lennart Bastian T. D. Wang Tobias Czempiel Benjamin Busam Nassir Navab PICV 3DH CVBM 136 9 0 26 Jul 2023
Human Motion Generation: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Wentao Zhu Xiaoxuan Ma Dongwoo Ro Hai Ci Jinlu Zhang Jiaxin Shi Feng Gao Qi Tian Yizhou Wang VGen 414 98 0 20 Jul 2023
Elephants and Algorithms: A Review of the Current and Future Role of AI in Elephant MonitoringJournal of the Royal Society Interface (J. R. Soc. Interface), 2023 Leandra L. Brickson F. Vollrath A. Titus 126 18 0 23 Jun 2023
3D shape reconstruction of semi-transparent wormsComputer Vision and Pattern Recognition (CVPR), 2023 Thomas P. Ilett Omer Yuval T. Ranner N. Cohen David C. Hogg 133 1 0 28 Apr 2023
Semi-Automated Computer Vision based Tracking of Multiple Industrial Entities -- A Framework and Dataset Creation ApproachEURASIP Journal on Image and Video Processing (EURASIP J. Image Video Process), 2023 Jérôme Rutinowski Hazem Youssef Sven Franke Irfan Fachrudin Priyanta Frederik Polachowski Moritz Roidl Christopher Reining 146 9 0 03 Apr 2023
Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial ScenesComputer Vision and Pattern Recognition (CVPR), 2023 Xu Ju Ailing Zeng Jianan Wang Qian Xu Lei Zhang 3DH 228 76 0 05 Mar 2023
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton FormatsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 István Sárándi Alexander Hermans Bastian Leibe 3DH 218 48 0 29 Dec 2022
Large Scale Real-World Multi-Person TrackingEuropean Conference on Computer Vision (ECCV), 2022 Bing Shuai Alessandro Bergamo Uta Buechler Andrew G. Berneshawi Alyssa Boden Joseph Tighe 179 16 0 03 Nov 2022
Capturing and Animation of Body and Clothing from Monocular VideoACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022 Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 191 108 0 04 Oct 2022
Physical Adversarial Attack meets Computer Vision: A Decade SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Hui Wei Hao Tang Xuemei Jia Zhixiang Wang Han-Bing Yu Zhubo Li Shiníchi Satoh Luc Van Gool Zheng Wang AAML 403 103 0 30 Sep 2022
WOC: A Handy Webcam-based 3D Online ChatroomACM Multimedia (ACM MM), 2022 Chuanhang Yan Yu Sun Qian Bao Jinhui Pang Wu Liu Tao Mei 140 1 0 02 Sep 2022
REMOT: A Region-to-Whole Framework for Realistic Human Motion TransferACM Multimedia (ACM MM), 2022 Quanwei Yang Xinchen Liu Wu Liu Hongtao Xie Xiaoyan Gu Lingyun Yu Yongdong Zhang DiffM 172 6 0 01 Sep 2022
MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action RecognitionACM Multimedia (ACM MM), 2022 Xiaodong Chen Wu Liu Xinchen Liu Yongdong Zhang Jungong Han Tao Mei 3DPC 192 14 0 01 Sep 2022
Gait Recognition in the Wild with Multi-hop Temporal SwitchACM Multimedia (ACM MM), 2022 Jinkai Zheng Xinchen Liu Xiaoyan Gu Yaoqi Sun Chuang Gan Jiyong Zhang Wu Liu C. Yan CVBM 123 48 0 01 Sep 2022
Delving into the Frequency: Temporally Consistent Human Motion Transfer in the Fourier SpaceACM Multimedia (ACM MM), 2022 Guang Yang Wu Liu Xinchen Liu Xiaoyan Gu Juan Cao Jintao Li 272 5 0 01 Sep 2022
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape EstimationEuropean Conference on Computer Vision (ECCV), 2022 Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 331 281 0 01 Aug 2022
Certifiable 3D Object Pose Estimation: Foundations, Learning Models, and Self-TrainingIEEE Transactions on robotics (TRO), 2022 Rajat Talak Lisa Peng Luca Carlone 3DPC 206 12 0 22 Jun 2022
Gait Recognition in the Wild with Dense 3D Representations and A BenchmarkComputer Vision and Pattern Recognition (CVPR), 2022 Jinkai Zheng Xinchen Liu Wu Liu Lingxiao He C. Yan Tao Mei CVBM 3DH 155 201 0 06 Apr 2022
PosePipe: Open-Source Human Pose Estimation Pipeline for Clinical Research R. J. Cotton 3DH 118 16 0 16 Mar 2022
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022 Ailing Zeng Xu Ju Lei Yang Ruiyuan Gao Xizhou Zhu Bo Dai Qianglin Xu 187 51 0 16 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 348 154 0 03 Mar 2022
Putting People in their Place: Monocular Regression of 3D People in Depth Yu Sun Wu Liu Qian Bao Yili Fu Tao Mei Michael J. Black 3DH 290 188 0 15 Dec 2021
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose EstimationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Hui Shuai Lele Wu Qingshan Liu ViT 233 60 0 11 Oct 2021
Learning Instance-level Spatial-Temporal Patterns for Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2021 Min Ren Lingxiao He Xingyu Liao Wu Liu Yunlong Wang Tieniu Tan 127 20 0 31 Jul 2021