Title
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding Marc Gutiérrez-Pérez Antonio Agudo 82 0 0 14 Apr 2025
Multi-person Physics-based Pose Estimation for Combat Sports Hossein Feiz David Labbé Thomas Romeas Jocelyn Faubert Sheldon Andrews 3DH 127 0 0 11 Apr 2025
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild Sungchan Park Eunyi You Inhoe Lee Joonseok Lee 3DH 107 10 0 15 Sep 2023
TEMPO: Efficient Multi-View Pose Estimation, Tracking, and Forecasting Rohan Choudhury Kris Kitani László A. Jeni 3DH 83 19 0 14 Sep 2023
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild Manuel Kaufmann Mingli Song Chen Guo Kaiyue Shen Tianjian Jiang Chengcheng Tang Juan Jose Zarate Otmar Hilliges 3DH 68 41 0 31 Aug 2023
Reconstructing Groups of People with Hypergraph Relational Reasoning Buzhen Huang Jingyi Ju Zhihao Li Yangang Wang 3DH 114 13 0 30 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 57 6 0 20 Aug 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Michael J. Black Priyanka Patel J. Tesch Jinlong Yang 3DH 127 140 0 29 Jun 2023
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments Yu Sun Qian Bao Wu Liu Tao Mei Michael J. Black 3DH 102 64 0 05 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 103 192 0 31 May 2023
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar Aayush Bansal Lingni Ma Richard Newcombe Minh Vo Kris Kitani EgoV 104 36 0 25 May 2023
Hi4D: 4D Instance Segmentation of Close Human Interaction Y. Yin Chen Guo Manuel Kaufmann Juan Jose Zarate Mingli Song Otmar Hilliges 3DH 101 55 0 27 Mar 2023
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments Yudi Dai Yi Lin Xiping Lin Chenglu Wen Lan Xu Hongwei Yi Siqiu Shen Yuexin Ma China 3DH 74 40 0 16 Mar 2023
Decoupling Human and Camera Motion from Videos in the Wild Vickie Ye Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 107 88 0 24 Feb 2023
Crowd3D: Towards Hundreds of People Reconstruction from a Single Image Hao Wen Jing Huang Huili Cui Hao-Xi Lin Yukun Lai Lu Fang Kun-Jhih Li 3DV 3DH 99 10 0 23 Jan 2023
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 155 225 0 01 Aug 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 112 123 0 27 Jul 2022
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection Hang Ye Wentao Zhu Chun-yu Wang Rujie Wu Yizhou Wang 3DH 113 50 0 22 Jul 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact C. Huang Hongwei Yi Markus Hoschle Matvey Safroshkin Tsvetelina Alexiadis Senya Polikovsky D. Scharstein Michael J. Black 3DH 95 127 0 20 Jun 2022
BodySLAM: Joint Camera Localisation, Mapping, and Human Motion Tracking Dorian F. Henning Tristan Laidlow Stefan Leutenegger 3DH 156 20 0 04 May 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 139 542 0 26 Apr 2022
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video Wen-Li Wei Jen-Chun Lin Tyng-Luh Liu H. Liao 3DH 70 85 0 16 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 138 163 0 15 Dec 2021
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices Siwei Zhang Qianli Ma Yan Zhang Zhiyin Qian Taein Kwon Marc Pollefeys Federica Bogo Siyu Tang 118 97 0 14 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris Kitani Jan Kautz 3DH 143 119 0 02 Dec 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 212 1,412 0 13 Oct 2021
Shape-aware Multi-Person Pose Estimation from Multi-View Images Zijian Dong Mingli Song Xu Chen Chen Guo Otmar Hilliges 3DH 195 38 0 05 Oct 2021
DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras Zachary Teed Jia Deng MDE VLM 146 613 0 24 Aug 2021
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild Yifu Zhang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng 3DH 95 75 0 05 Aug 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 125 72 0 18 May 2021
HuMoR: 3D Human Motion Model for Robust Pose Estimation Davis Rempe Tolga Birdal Aaron Hertzmann Jimei Yang Srinath Sridhar Leonidas Guibas 3DH 150 317 0 10 May 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 107 36 0 27 Apr 2021
PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas C. Huang Otmar Hilliges Michael J. Black 3DH 126 410 0 17 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 144 305 0 30 Mar 2021
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation Jiefeng Li Chao Xu Zhicun Chen Siyuan Bian Lixin Yang Cewu Lu 3DH 108 383 0 30 Nov 2020
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos Adrien Deliège A. Cioppa Silvio Giancola M. J. Seikavandi J. Dueholm Kamal Nasrollahi Guohao Li T. Moeslund Marc Van Droogenbroeck 117 154 0 26 Nov 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 148 278 0 27 Aug 2020
Human Body Model Fitting by Learned Gradient Descent Mingli Song Xu Chen Otmar Hilliges 3DH 68 102 0 19 Aug 2020
Real-Time Camera Pose Estimation for Sports Fields Leonardo Citraro Pablo Márquez-Neila S. Savare V. Jayaram Charles Dubout Félix Renaut Andres Hasfura Horesh Ben Shitrit Pascal Fua 87 54 0 31 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 86 81 0 28 Feb 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 168 932 0 11 Dec 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 107 991 0 27 Sep 2019
Resolving 3D Human Pose Ambiguities with 3D Scene Constraints Mohamed Hassan Vasileios Choutas Dimitrios Tzionas Michael J. Black 3DH 105 297 0 20 Aug 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 127 1,730 0 11 Apr 2019
Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views Junting Dong W. Jiang Qi-Xing Huang Hujun Bao Xiaowei Zhou 3DH 84 186 0 14 Jan 2019
Sports Camera Calibration via Synthetic Data Jianhui Chen James J. Little 88 74 0 25 Oct 2018
Soccer on Your Tabletop Konstantinos Rematas Ira Kemelmacher-Shlizerman Brian L. Curless S. M. Seitz 68 92 0 03 Jun 2018
SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos Silvio Giancola Mohieddine Amine Tarek Dghaily Guohao Li AI4TS 128 198 0 12 Apr 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 238 1,804 0 18 Dec 2017
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons-Moll Christian Theobalt 3DH 155 404 0 09 Dec 2017