PoseTrack: A Benchmark for Human Pose Estimation and Tracking

27 October 2017

Juergen Gall

Bernt Schiele

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Papers citing "PoseTrack: A Benchmark for Human Pose Estimation and Tracking"

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Title
CoMotion: Concurrent Multi-person 3D Motion Alejandro Newell Peiyun Hu Lahav Lipson Stephan R. Richter V. Koltun 3DH VOT 74 0 0 16 Apr 2025
Reconstructing Humans with a Biomechanically Accurate Skeleton Yan Xia Xiaowei Zhou E. Vouga Qixing Huang Georgios Pavlakos 3DH 48 0 0 27 Mar 2025
Multi-Grained Feature Pruning for Video-Based Human Pose Estimation Zhigang Wang Shaojing Fan Zhenguang Liu Zheqi Wu Sifan Wu Yingying Jiao 3DH 43 0 0 07 Mar 2025
Toward Efficient Generalization in 3D Human Pose Estimation via a Canonical Domain Approach Hoosang Lee Jeha Ryu 48 0 0 28 Jan 2025
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty Harry Zhang Luca Carlone 3DH 104 0 0 11 Dec 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yuyao Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 55 6 0 28 Oct 2024
AlphaChimp: Tracking and Behavior Recognition of Chimpanzees Xiaoxuan Ma Yutang Lin Yuan Xu Stephan P. Kaufhold Jack Terwilliger Andres Meza Yixin Zhu Federico Rossano Yizhou Wang 36 0 0 22 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 43 0 0 14 Oct 2024
Learning Humanoid Locomotion over Challenging Terrain Ilija Radosavovic Sarthak Kamat Trevor Darrell Jitendra Malik 31 12 0 04 Oct 2024
Joint-Motion Mutual Learning for Pose Estimation in Videos Sifan Wu Haipeng Chen Yifang Yin Sihao Hu Runyang Feng Yingying Jiao Ziqi Yang Zhenguang Liu 3DH 45 2 0 05 Aug 2024
HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance Guian Fang Wenbiao Yan Yuanfan Guo J. N. Han Zutao Jiang Hang Xu Shengcai Liao Xiaodan Liang 38 5 0 09 Jul 2024
Human Modelling and Pose Estimation Overview Pawel Knap 51 2 0 27 Jun 2024
OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics Yoni Gozlan Antoine Falisse Scott Uhlrich Anthony Gatti Michael Black Akshay Chaudhari 37 4 0 14 Jun 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 39 0 0 16 May 2024
Embedded Distributed Inference of Deep Neural Networks: A Systematic Review Federico Nicolás Peccia Oliver Bringmann 41 0 0 06 May 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 41 4 0 16 Apr 2024
Video-Based Human Pose Regression via Decoupled Space-Time Aggregation Jijie He Wenwu Yang 3DH 42 2 0 29 Mar 2024
Score-Guided Diffusion for 3D Human Recovery Anastasis Stathopoulos Ligong Han Dimitris N. Metaxas 42 20 0 14 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 46 1 0 13 Mar 2024
Automating Catheterization Labs with Real-Time Perception Fan Yang Benjamin Planche Meng Zheng Chen Chen Terrence Chen Ziyan Wu 54 0 0 09 Mar 2024
Self-supervised 3D Patient Modeling with Multi-modal Attentive Fusion Meng Zheng Benjamin Planche Xuan Gong Fan Yang Terrence Chen Ziyan Wu 3DH 49 5 0 05 Mar 2024
DRSI-Net: Dual-Residual Spatial Interaction Network for Multi-Person Pose Estimation Shang Wu Bin Wang 34 2 0 26 Feb 2024
Multi-Object Tracking by Hierarchical Visual Representations Jinkun Cao Jiangmiao Pang Kris Kitani OCL 47 0 0 24 Feb 2024
STAF: 3D Human Mesh Recovery from Video with Spatio-Temporal Alignment Fusion Wei Yao Hongwen Zhang Yunlian Sun Jinhui Tang 3DH 42 7 0 03 Jan 2024
InsActor: Instruction-driven Physics-based Characters Jiawei Ren Mingyuan Zhang Cunjun Yu Xiao Ma Liang Pan Ziwei Liu VGen 33 17 0 28 Dec 2023
APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond Yuxiang Yang Yingqi Deng Yufei Xu Jing Zhang 37 4 0 25 Dec 2023
RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation Peng Lu Tao Jiang Yining Li Xiangtai Li Kai-xiang Chen Wenming Yang 3DH 44 23 0 12 Dec 2023
You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception Sheng Jin Shuhuai Li Tong Li Wentao Liu Chao Qian Ping Luo 42 5 0 09 Dec 2023
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 48 14 0 04 Dec 2023
UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning Zhongyu Jiang Wenhao Chai Lei Li Zhuoran Zhou Cheng-Yen Yang Lei Li 3DH 23 3 0 24 Nov 2023
Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation Zhuoran Zhou Zhongyu Jiang Wenhao Chai Cheng-Yen Yang Lei Li Lei Li 27 7 0 17 Nov 2023
Social Motion Prediction with Cognitive Hierarchies Wentao Zhu Jason Qin Yuke Lou Hang Ye Xiaoxuan Ma Hai Ci Yizhou Wang 36 9 0 08 Nov 2023
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation Yiming Cui Cheng Han Dongfang Liu VOT 38 16 0 02 Nov 2023
ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors Xiaoxuan Ma Stephan P. Kaufhold Jiajun Su Wentao Zhu Jack Terwilliger Andres Meza Yixin Zhu Federico Rossano Yizhou Wang 21 13 0 25 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 46 3 0 19 Oct 2023
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation Rock Stevens Wanqi Yin Ailing Zeng Chen Wei Andrew Ruef ... Mingyuan Zhang Lei Zhang Chen Change Loy Lei Yang Ziwei Liu 33 77 0 29 Sep 2023
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild Shashank Tripathi Agniv Chatterjee Jean-Claude Passy Hongwei Yi Dimitrios Tzionas Michael J. Black 3DH 33 21 0 26 Sep 2023
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions Jiong Wang Fengyu Yang Wenbo Gou Bingliang Li Danqi Yan Ailing Zeng Yijun Gao Junle Wang Yanqing Jing Ruimao Zhang 29 1 0 10 Sep 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 38 44 0 26 Aug 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Yuanyou Xu Zongxin Yang Yi Yang VOS 50 6 0 25 Aug 2023
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos Haoyuan Li Haoye Dong Hanchao Jia Dong Huang Michael C. Kampffmeyer Liang Lin Xiaodan Liang 27 5 0 20 Aug 2023
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation Runyang Feng Yixing Gao Tze Ho Elden Tse Xu Ma H. Chang DiffM 47 24 0 31 Jul 2023
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery Jiahao Li Zongxin Yang Xiaohan Wang Jianxin Ma Chang Zhou Yi Yang 40 11 0 31 Jul 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 37 0 0 21 Jul 2023
Joint Coordinate Regression and Association For Multi-Person Pose Estimation, A Pure Neural Network Approach Dongyang Yu Yun-Hao Xie Wangpeng An Li Zhang Yufeng Yao 3DV 23 5 0 03 Jul 2023
M3Act: Learning from Synthetic Human Group Activities Che-Jui Chang Danrui Li Aditya Bhat Parth Goel Honglu Zhou Seonghyeon Moon Samuel S. Sohn Sejong Yoon Vladimir Pavlovic Mubbasir Kapadia DiffM 26 5 0 29 Jun 2023
A Gated Attention Transformer for Multi-Person Pose Tracking Andreas Doering Juergen Gall VOT 27 1 0 09 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 35 179 0 31 May 2023
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models Luke K. Topham Wasiq Khan D. Al-Jumeily A. Hussain CVBM 40 32 0 23 May 2023
XFormer: Fast and Accurate Monocular 3D Body Capture Lihui Qian Xintong Han Faqiang Wang Hongyu Liu Haoye Dong Zhiwen Li Huawei Wei Zhe-nan Lin Cheng-Bin Jin 3DH 27 1 0 18 May 2023