Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment

5 August 2022

Papers citing "Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment"

45 / 45 papers shown

Title
Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation Hao Yan Yuhong Guo 54 4 0 15 Dec 2022
Analysis of Training Object Detection Models with Synthetic Data Bram Vanherle Steven Moonen F. Reeth Nick Michiels 24 14 0 29 Nov 2022
Efficient Feature Extraction for High-resolution Video Frame Interpolation M. Nottebaum Stefan Roth Simone Schaub-Meyer 66 5 0 25 Nov 2022
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment Yuchen Ma Yanbei Chen Zeynep Akata 52 8 0 23 Nov 2022
Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations Jong Hak Moon Wonjae Kim Edward Choi 101 3 0 17 Oct 2022
Wide Range MRI Artifact Removal with Transformers Lennart Alexander Van der Goten Kevin Smith MedIm 22 5 0 14 Oct 2022
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data Le Jiang Shuangjun Liu Xiangyun Bai Sarah Ostadabbas 48 12 0 30 Aug 2022
AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility Mubashir Noman Wafa Al Ghallabi Daniya Najiha Christoph Mayer Akshay Dudhane Martin Danelljan Hisham Cholakkal Salman Khan Luc Van Gool Fahad Shahbaz Khan 85 21 0 14 Aug 2022
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation with Photometrically Challenging Objects Pengyuan Wang Hyunjun Jung Yitong Li Siyuan Shen Rahul Parthasarathy Srikanth Lorenzo Garattoni Sven Meier Nassir Navab Benjamin Busam 35 48 0 18 May 2022
Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression Hyunjun Jung Patrick Ruhkamp Guangyao Zhai Nikolas Brasch Yitong Li ... Yiren Zhou Anil Armagan Slobodan Ilic A. Leonardis Benjamin Busam 3DV MDE 55 13 0 09 May 2022
Polarimetric Pose Prediction Daoyi Gao Yitong Li Patrick Ruhkamp Iuliia Skobleva M. Wysock Hyunjun Jung Pengyuan Wang Arturo Guridi Benjamin Busam MDE 52 27 0 07 Dec 2021
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On I. Santesteban Nils Thuerey M. Otaduy Dan Casas 3DH 44 97 0 13 May 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 69 97 0 15 Apr 2021
A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation Jiteng Mu Weichao Qiu Adam Kortylewski Alan Yuille Nuno Vasconcelos Xiaolong Wang 82 110 0 15 Apr 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks Shunsuke Saito Jinlong Yang Qianli Ma Michael J. Black 3DH 103 214 0 07 Apr 2021
Domain Adaptation for the Segmentation of Confidential Medical Images Serban Stan Mohammad Rostami OOD 70 14 0 02 Jan 2021
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 173 1,737 0 03 Dec 2020
I Like to Move It: 6D Pose Estimation as an Action Decision Process Benjamin Busam Hyunjun Jung Nassir Navab 30 30 0 26 Sep 2020
A Framework For Contrastive Self-Supervised Learning And Designing A New Approach William Falcon Kyunghyun Cho SSL 67 104 0 31 Aug 2020
STAR: Sparse Trained Articulated Human Body Regressor Ahmed A. A. Osman Timo Bolkart Michael J. Black 3DH 53 272 0 19 Aug 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes Keyang Zhou Bharat Lal Bhatnagar Gerard Pons-Moll 3DH DRL 37 78 0 22 Jul 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 128 2,548 0 17 Jun 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 75 747 0 01 Apr 2020
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images Heming Zhu Yu Cao Hang Jin Weikai Chen Dong Du Zhangye Wang Shuguang Cui Xiaoguang Han 3DH 54 145 0 28 Mar 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 70 464 0 24 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 299 561 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 342 984 0 10 Mar 2020
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style Chaitanya Patel Zhouyingcheng Liao Gerard Pons-Moll 3DH AI4CE 89 260 0 10 Mar 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 106 858 0 24 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 390 10,591 0 17 Feb 2020
Learning Disentangled Representations via Mutual Information Estimation E. Sanchez M. Serrurier M. Ortner SSL DRL 64 95 0 09 Dec 2019
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 48 398 0 19 Aug 2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction Qiangeng Xu Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DH 3DV 106 565 0 26 May 2019
Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network Boyi Jiang Juyong Zhang Jianfei Cai Jianmin Zheng 3DH AI4CE 44 38 0 14 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 137 1,257 0 13 May 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 73 329 0 14 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 131 3,683 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 236 2,897 0 10 Dec 2018
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping Erhan Gundogdu Victor Constantin Amrollah Seifoddini Minh Dang Mathieu Salzmann Pascal Fua AI4CE 3DH 3DPC 45 138 0 27 Nov 2018
DeepWrinkles: Accurate and Realistic Clothing Modeling Zorah Lähner Daniel Cremers Tony Tung 3DH DiffM 68 213 0 10 Aug 2018
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 94 520 0 05 Jan 2018
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis Shanxin Yuan Qianru Ye B. Stenger Siddhant Jain Tae-Kyun Kim 60 246 0 09 Apr 2017
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 157 4,235 0 12 Jun 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,031 0 22 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015