Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

28 March 2020

Heming Zhu

Papers citing "Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images"

36 / 36 papers shown

Title
From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketching Ying Zang Yuanqi Hu Xinyu Chen Yuxia Xu Suhui Wang Chunan Yu Lanyun Zhu Deyi Ji Xin Xu Tianrun Chen DiffM 23 0 0 15 May 2025
Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates Ren Li Cong Cao Corentin Dumery Yingxuan You Hao Li Pascal Fua DiffM 3DH 38 0 0 11 Apr 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 79 3 0 25 Mar 2025
ScalingGaussian: Enhancing 3D Content Creation with Generative Gaussian Splatting Shen Chen Jiale Zhou Zhongyu Jiang Tianfang Zhang Zongkai Wu Jenq-Neng Hwang Lei Li 3DGS 43 3 0 26 Jul 2024
RaNeuS: Ray-adaptive Neural Surface Reconstruction Yida Wang D. Tan Nassir Navab F. Tombari 31 2 0 14 Jun 2024
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes Minghao Guo Bohan Wang Kaiming He Wojciech Matusik 3DGS 83 6 0 30 May 2024
GarmentCodeData: A Dataset of 3D Made-to-Measure Garments With Sewing Patterns Maria Korosteleva Timur Levent Kesdogan Fabian Kemper Stephan Wenninger Jasmin Koller Yuhan Zhang Mario Botsch O. Sorkine-Hornung AI4CE 32 8 0 27 May 2024
LAGA: Layered 3D Avatar Generation and Customization via Gaussian Splatting Jia Gong Shenyu Ji Lin Geng Foo Kang Chen Hossein Rahmani Jun Liu 3DGS 30 6 0 21 May 2024
AniDress: Animatable Loose-Dressed Avatar from Sparse Views Using Garment Rigging Model Beijia Chen Yuefan Shen Qing Shuai Xiaowei Zhou Kun Zhou Youyi Zheng 3DH 53 2 0 27 Jan 2024
SPnet: Estimating Garment Sewing Patterns from a Single Image Seungchan Lim Sumin Kim Sung-Hee Lee 3DH 36 1 0 26 Dec 2023
CaPhy: Capturing Physical Properties for Animatable Human Avatars Zhaoqi Su Liangxiao Hu Siyou Lin Hongwen Zhang Shengping Zhang Justus Thies Yebin Liu 3DH 32 11 0 11 Aug 2023
2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images Junkai Deng Fei Hou Xuhui Chen Wencheng Wang Ying He 33 6 0 27 Mar 2023
GarmentTracking: Category-Level Garment Pose Tracking Han Xue Wenqiang Xu Jieyi Zhang Tutian Tang Yutong Li Wenxin Du Ruolin Ye Cewu Lu 22 15 0 24 Mar 2023
Self-supervised Cloth Reconstruction via Action-conditioned Cloth Tracking Zixuan Huang Xingyu Lin David Held 34 13 0 19 Feb 2023
Tragic Talkers: A Shakespearean Sound- and Light-Field Dataset for Audio-Visual Machine Learning Research Davide Berghi M. Volino Philip J. B. Jackson VGen 19 6 0 04 Dec 2022
GLAMI-1M: A Multilingual Image-Text Fashion Dataset Vaclav Kosar A. Hoskovec Milan Šulc Radek Bartyzal VLM 32 3 0 17 Nov 2022
Structure-Preserving 3D Garment Modeling with Neural Sewing Machines Xipeng Chen Guangrun Wang Dizhong Zhu Xiaodan Liang Philip H. S. Torr Liang Lin AI4CE 35 14 0 12 Nov 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 82 90 0 04 Oct 2022
Neural Point-based Shape Modeling of Humans in Challenging Clothing Qianli Ma Jinlong Yang Michael J. Black Siyu Tang 3DH 27 29 0 14 Sep 2022
xCloth: Extracting Template-free Textured 3D Clothes from a Monocular Image Astitva Srivastava Chandradeep Pokhariya Sai Sagar Jinka Avinash Sharma 3DH 19 11 0 27 Aug 2022
PIFu for the Real World: A Self-supervised Framework to Reconstruct Dressed Human from Single-view Images Zhangyang Xiong Dong Du Yushuang Wu Jing Dong Di Kang Linchao Bao Xiaoguang Han 3DH 37 1 0 23 Aug 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
AutoPoly: Predicting a Polygonal Mesh Construction Sequence from a Silhouette Image I-Chao Shen Yu Chen Oliver Matias van Kaick Takeo Igarashi 17 0 0 29 Mar 2022
Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images Heming Zhu Lingteng Qiu Yuda Qiu Xiaoguang Han 3DH AI4CE 21 35 0 28 Mar 2022
Robust 3D Garment Digitization from Monocular 2D Images for 3D Virtual Try-On Systems Sahib Majithia S. N. Parameswaran Sadbhavana Babar Vikram Garg Astitva Srivastava Avinash Sharma 3DH 24 22 0 30 Nov 2021
HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge Jae Shin Yoon Zhixuan Yu Jaesik Park Hyunjung Park 36 19 0 30 Sep 2021
Generating Datasets of 3D Garments with Sewing Patterns Maria Korosteleva Sung-Hee Lee 18 36 0 12 Sep 2021
Per Garment Capture and Synthesis for Real-time Virtual Try-on T. Chong I-Chao Shen Nobuyuki Umetani Takeo Igarashi 3DH DiffM 34 10 0 10 Sep 2021
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction Fang Zhao Wenhao Wang Tianran Ouyang Ling Shao 3DH 19 50 0 19 Aug 2021
M3D-VTON: A Monocular-to-3D Virtual Try-On Network Fuwei Zhao Zhenyu Xie Michael C. Kampffmeyer Haoye Dong Songfang Han Tianxiang Zheng Tao Zhang Xiaodan Liang 3DH 30 65 0 11 Aug 2021
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans Bindita Chaudhuri N. Sarafianos Linda G. Shapiro Tony Tung 3DH 19 27 0 31 Mar 2021
AVATAR: Blender add-on for fast creation of 3D human models Jordi Sánchez-Riera Aniol Civit Marta Altarriba Francesc Moreno-Noguer 3DH AI4CE 17 6 0 26 Mar 2021
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing Garvita Tiwari Bharat Lal Bhatnagar Tony Tung Gerard Pons-Moll 3DH 3DPC AI4CE 78 127 0 22 Jul 2020
Fashion Meets Computer Vision: A Survey Wen-Huang Cheng Sijie Song Chieh-Yun Chen S. Hidayati Jiaying Liu AI4TS 36 96 0 31 Mar 2020
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 108 190 0 01 Sep 2019
DoubleFusion: Real-time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor Tao Yu Zerong Zheng Kaiwen Guo Jianhui Zhao Qionghai Dai Hao Li Gerard Pons-Moll Yebin Liu 3DH 138 271 0 17 Apr 2018