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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
Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates Ren Li Cong Cao Corentin Dumery Yingxuan You Hao Li Pascal Fua DiffM 3DH 89 0 0 11 Apr 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 115 3 0 25 Mar 2025
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes Minghao Guo Bohan Wang Kaiming He Wojciech Matusik 3DGS 125 7 0 30 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 95 6 0 21 May 2024
GarmentTracking: Category-Level Garment Pose Tracking Han Xue Wenqiang Xu Jieyi Zhang Tutian Tang Yutong Li Wenxin Du Ruolin Ye Cewu Lu 66 17 0 24 Mar 2023
A Neural Network for Detailed Human Depth Estimation from a Single Image Sicong Tang Zhihui Wang K. Cheng Z. Li Peng Zhang P. Tan 3DH 56 44 0 03 Oct 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 139 191 0 01 Sep 2019
360-Degree Textures of People in Clothing from a Single Image Verica Lazova Eldar Insafutdinov Gerard Pons-Moll 3DH 73 128 0 20 Aug 2019
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 55 399 0 19 Aug 2019
3D Virtual Garment Modeling from RGB Images Yi Tian Xu Shanglin Yang Wei Sun Li Tan Kefeng Li Hui Zhou 3DH 43 28 0 31 Jul 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 150 1,259 0 13 May 2019
Tex2Shape: Detailed Full Human Body Geometry From a Single Image Thiemo Alldieck Gerard Pons-Moll Christian Theobalt M. Magnor 3DH 51 328 0 18 Apr 2019
3DPeople: Modeling the Geometry of Dressed Humans Albert Pumarola Jordi Sanchez G. Choi Alberto Sanfeliu Francesc Moreno-Noguer 3DH 58 128 0 09 Apr 2019
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng Tao Yu Yixuan Wei Qionghai Dai Yebin Liu 3DH 93 342 0 15 Mar 2019
SimulCap : Single-View Human Performance Capture with Cloth Simulation Tao Yu Zerong Zheng Y. Zhong Jianhui Zhao Qionghai Dai Gerard Pons-Moll Yebin Liu 3DH 52 116 0 15 Mar 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 78 329 0 14 Mar 2019
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images Yuying Ge Ruimao Zhang Lingyun Wu Xiaogang Wang Xiaoou Tang Ping Luo 54 349 0 23 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,704 0 16 Jan 2019
SiCloPe: Silhouette-Based Clothed People Ryota Natsume Shunsuke Saito Zeng Huang Weikai Chen Chongyang Ma Hao Li Shigeo Morishima 3DH 76 176 0 31 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 249 2,906 0 10 Dec 2018
A Pixel-Based Framework for Data-Driven Clothing Ning Jin Yilin Zhu Z. Geng Ronald Fedkiw 3DH 64 62 0 03 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 48 138 0 27 Nov 2018
DeepWrinkles: Accurate and Realistic Clothing Modeling Zorah Lähner Daniel Cremers Tony Tung 3DH DiffM 70 213 0 10 Aug 2018
Detailed Human Avatars from Monocular Video Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 81 224 0 03 Aug 2018
Learning a Shared Shape Space for Multimodal Garment Design Tuanfeng Y. Wang Duygu Ceylan J. Popović Niloy J. Mitra 3DH AI4CE 71 133 0 29 Jun 2018
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 170 274 0 17 Apr 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 43 430 0 13 Apr 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,332 0 05 Apr 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 154 483 0 13 Mar 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 144 1,184 0 15 Feb 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
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks Z. Lun Matheus Gadelha E. Kalogerakis Subhransu Maji Rui Wang 3DV 3DPC 49 186 0 20 Jul 2017
Detailed, accurate, human shape estimation from clothed 3D scan sequences Chao Zhang S. Pujades Michael J. Black Gerard Pons-Moll 3DH 77 273 0 13 Mar 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 169 2,241 0 02 Dec 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 86 1,718 0 02 Apr 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 162 5,535 0 09 Dec 2015