Human Body Model Fitting by Learned Gradient Descent

19 August 2020

Mingli Song

Xu Chen

Otmar Hilliges

3DH

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Papers citing "Human Body Model Fitting by Learned Gradient Descent"

30 / 30 papers shown

Title
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos Zetong Zhang Manuel Kaufmann Lixin Xue Mingli Song Martin R. Oswald 3DH 71 0 0 17 Apr 2025
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation Tianjian Jiang Johsan Billingham Sebastian Müksch Juan Jose Zarate Nicolas Evans Martin R. Oswald Marc Polleyfeys Otmar Hilliges Manuel Kaufmann Jie Song 3DH 68 3 0 06 Jan 2025
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos Yufu Wang ZiYun Wang Lingjie Liu Kostas Daniilidis 51 26 0 26 Mar 2024
Personalized 3D Human Pose and Shape Refinement Tom Wehrbein Bodo Rosenhahn Iain A. Matthews Carsten Stoll 3DH 33 1 0 18 Mar 2024
3D Human Pose Analysis via Diffusion Synthesis Haorui Ji Hongdong Li DiffM 50 3 0 17 Jan 2024
PACE: Human and Camera Motion Estimation from in-the-wild Videos Muhammed Kocabas Ye Yuan Pavlo Molchanov Yunrong Guo Michael J. Black Otmar Hilliges Jan Kautz Umar Iqbal 3DH 34 14 0 20 Oct 2023
Drivable Avatar Clothing: Faithful Full-Body Telepresence with Dynamic Clothing Driven by Sparse RGB-D Input Donglai Xiang F. Prada Zhe Cao Kaiwen Guo Chenglei Wu Jessica Hodgins Timur M. Bagautdinov 3DH 48 14 0 09 Oct 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 36 39 0 31 Aug 2023
ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning Yuxiang Zhang Hongwen Zhang Liangxiao Hu Jiajun Zhang Hongwei Yi Shengping Zhang Yebin Liu 3DH 48 4 0 03 Jul 2023
Hi4D: 4D Instance Segmentation of Close Human Interaction Y. Yin Chen Guo Manuel Kaufmann Juan Jose Zarate Mingli Song Otmar Hilliges 3DH 30 49 0 27 Mar 2023
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery Kai Jia Hongwen Zhang Liang An Yebin Liu 3DH 33 9 0 15 Jan 2023
Transformer-Based Learned Optimization Erik Gartner Luke Metz Mykhaylo Andriluka C. Freeman C. Sminchisescu 23 11 0 02 Dec 2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 27 14 0 22 Aug 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 37 138 0 13 Jul 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting Enric Corona Gerard Pons-Moll Guillem Alenyà Francesc Moreno-Noguer 3DH 22 39 0 12 May 2022
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence Zijian Dong Chen Guo Mingli Song Xu Chen Andreas Geiger Otmar Hilliges 3DH 22 67 0 03 Mar 2022
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation Zhiwei Liu Xiangyu Zhu Lu Yang X. Yan Ming Tang Zhen Lei Guibo Zhu Xuetao Feng Yan Wang Jinqiao Wang 3DH 22 8 0 24 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 32 93 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 50 114 0 02 Dec 2021
Human Performance Capture from Monocular Video in the Wild Chen Guo Xu Chen Mingli Song Otmar Hilliges 3DH 21 29 0 29 Nov 2021
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 33 9 0 25 Nov 2021
Playing for 3D Human Recovery Zhongang Cai Mingyuan Zhang Jiawei Ren Chen Wei Daxuan Ren Zhengyu Lin Haiyu Zhao Lei Yang Chen Change Loy Ziwei Liu 3DH 86 52 0 14 Oct 2021
SPEC: Seeing People in the Wild with an Estimated Camera Muhammed Kocabas C. Huang J. Tesch Lea Müller Otmar Hilliges Michael J. Black 3DH 32 140 0 01 Oct 2021
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH CVBM 30 194 0 13 Aug 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 16 35 0 27 Apr 2021
PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas C. Huang Otmar Hilliges Michael J. Black 3DH 41 402 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 33 297 0 30 Mar 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Shanyan Guan Jingwei Xu Yunbo Wang Bingbing Ni Xiaokang Yang 3DH 33 50 0 30 Mar 2021
Human Mesh Recovery from Multiple Shots Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 45 58 0 17 Dec 2020
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation Hanbyul Joo Natalia Neverova Andrea Vedaldi 3DH 22 154 0 07 Apr 2020