Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop

27 September 2019

Papers citing "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

50 / 255 papers shown

Title
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
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation Zhongwei Qiu Qiansheng Yang Jian Wang Dongmei Fu ViT 46 11 0 06 Aug 2022
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 17 218 0 01 Aug 2022
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation Qihao Liu Yi Zhang S. Bai Alan Yuille 44 18 0 29 Jul 2022
The One Where They Reconstructed 3D Humans and Environments in TV Shows Georgios Pavlakos Ethan Weber Matthew Tancik Angjoo Kanazawa 3DH 53 23 0 28 Jul 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 16 121 0 27 Jul 2022
PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation Bo Sun Vladimir G. Kim Noam Aigerman Qi-Xing Huang S. Chaudhuri 3DPC 32 8 0 24 Jul 2022
3D Clothed Human Reconstruction in the Wild Gyeongsik Moon Hyeongjin Nam Takaaki Shiratori Kyoung Mu Lee 3DH 17 42 0 20 Jul 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation Linzhi Huang Jiahao Liang Weihong Deng 27 11 0 19 Jul 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
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior Buzhen Huang Y. Shu Jingyi Ju Yangang Wang 3DH 26 12 0 12 Jul 2022
LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery Chunfeng Yao Wei-Chih Hung Yuanzhen Li Michael Rubinstein Ming Yang Varun Jampani 3DV 34 47 0 07 Jul 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 44 106 0 28 Jun 2022
Optimal and Robust Category-level Perception: Object Pose and Shape Estimation from 2D and 3D Semantic Keypoints Jingang Shi Heng Yang Luca Carlone 3DPC 3DV 21 12 0 24 Jun 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 43 124 0 20 Jun 2022
Embodied Scene-aware Human Pose Estimation Zhengyi Luo Shun Iwase Ye Yuan Kris Kitani 3DH 27 28 0 18 Jun 2022
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry Wei-Chiu Ma A. Yang Shenlong Wang R. Urtasun Antonio Torralba 56 27 0 16 Jun 2022
BodyMap: Learning Full-Body Dense Correspondence Map A. Ianina N. Sarafianos Yuanlu Xu Ignacio Rocco Tony Tung 3DH 30 14 0 18 May 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting Enric Corona Gerard Pons-Moll Guillem Alenyà Francesc Moreno-Noguer 3DH 24 39 0 12 May 2022
HULC: 3D Human Motion Capture with Pose Manifold Sampling and Dense Contact Guidance Soshi Shimada Vladislav Golyanik Zhi Li Patrick Pérez Weipeng Xu Christian Theobalt 3DH 27 26 0 11 May 2022
A Simple Method to Boost Human Pose Estimation Accuracy by Correcting the Joint Regressor for the Human3.6m Dataset Eric Hedlin Helge Rhodin K. M. Yi 3DH 33 5 0 29 Apr 2022
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai Daxuan Ren Ailing Zeng Zhengyu Lin Tao Yu ... Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 39 101 0 28 Apr 2022
Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis Wei Cheng Su Xu Jingtan Piao Chao Qian Wayne Wu Kwan-Yee Lin Hongsheng Li 3DH 28 34 0 25 Apr 2022
GIMO: Gaze-Informed Human Motion Prediction in Context Yang Zheng Yanchao Yang Kaichun Mo Jiaman Li Tao Yu Yebin Liu Karen Liu Leonidas J. Guibas 29 76 0 20 Apr 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 48 60 0 14 Apr 2022
BEHAVE: Dataset and Method for Tracking Human Object Interactions Bharat Lal Bhatnagar Xianghui Xie Ilya A. Petrov C. Sminchisescu Christian Theobalt Gerard Pons-Moll 45 183 0 14 Apr 2022
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic Shunsuke Saito Aayush Bansal Michael Zollhoefer Siyu Tang 3DH 27 58 0 13 Apr 2022
CHORE: Contact, Human and Object REconstruction from a single RGB image Xianghui Xie Bharat Lal Bhatnagar Gerard Pons-Moll 3DH 37 68 0 05 Apr 2022
Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation Shuying Liu Wen-Xuan Wu Jiaxian Wu Yue-Hsun Lin 35 12 0 30 Mar 2022
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera Jae Shin Yoon Duygu Ceylan Tuanfeng Y. Wang Jingwan Lu Jimei Yang Zhixin Shu Hyunjung Park 3DH 45 14 0 24 Mar 2022
Texture Generation Using Dual-Domain Feature Flow with Multi-View Hallucinations Seunggyu Chang Jungchan Cho Songhwai Oh 3DH 19 2 0 14 Mar 2022
FLAG: Flow-based 3D Avatar Generation from Sparse Observations S. Aliakbarian Pashmina Cameron Federica Bogo Andrew Fitzgibbon T. Cashman 3DH 28 55 0 11 Mar 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 34 62 0 07 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 44 19 0 02 Mar 2022
Imposing Temporal Consistency on Deep Monocular Body Shape and Pose Estimation Alexandra Zimmer Anna Hilsmann W. Morgenstern Peter Eisert 3DH 34 5 0 07 Feb 2022
AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation Nitin Saini Elia Bonetto Eric Price Aamir Ahmad Michael J. Black 3DH 33 23 0 20 Jan 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
HSPACE: Synthetic Parametric Humans Animated in Complex Environments Eduard Gabriel Bazavan Andrei Zanfir M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 25 28 0 23 Dec 2021
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation Mohsen Gholami Bastian Wandt Helge Rhodin Rabab Ward Z. J. Wang 3DH 36 46 0 22 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 57 301 0 16 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
Tracking People by Predicting 3D Appearance, Location & Pose Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 27 15 0 08 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris Kitani Jan Kautz 3DH 52 115 0 02 Dec 2021
Probabilistic Estimation of 3D Human Shape and Pose with a Semantic Local Parametric Model A. Sengupta Ignas Budvytis R. Cipolla 3DH 25 5 0 30 Nov 2021
Learning to Fit Morphable Models Vasileios Choutas Federica Bogo Jingjing Shen Julien P. C. Valentin 3DH 19 18 0 29 Nov 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 35 9 0 25 Nov 2021
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation Zi-Jun Li Bo Xu Han Huang Cheng Lu Yandong Guo 3DH 23 13 0 22 Oct 2021
Dynamic Multi-Person Mesh Recovery From Uncalibrated Multi-View Cameras Buzhen Huang Y. Shu Tianshu Zhang Yangang Wang 3DH 35 38 0 20 Oct 2021
Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph Xin Yu J. Baar Siheng Chen 3DH 24 3 0 16 Oct 2021