Garment Recovery with Shape and Deformation Priors
Ren Li, Corentin Dumery, Benoît Guillard, Pascal Fua
2024Year
7Top-tier citations
Abstract
Trained on Synthetic Data Garment Recovery Figure 1 . We propose a fitting method that leverages shape and deformation priors trained on synthetic data to recover realistic 3D garment mesh from in-the-wild images. We produce triangulated meshes that are directly usable for animation and simulation.
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Install the CLIlune papers fulltext de3fb783-875b-45ef-836e-472d11e37073Cited by top-tier papers7
- Reconstruction of Manipulated Garment with Guided Deformation PriorRen Li, Corentin Dumery, Zhantao Deng, Pascal FuaNeurIPS 2024 · 10 citations
- Single View Garment Reconstruction Using Diffusion Mapping Via Pattern CoordinatesRen Li, Cong Cao, Corentin Dumery, Yingxuan You et al.SIGGRAPH 2025 · 5 citations
- NGD: Neural Gradient Based Deformation for Monocular Garment ReconstructionSoham Dasgupta, Shanthika Naik, Preet Savalia, Sujay Kumar Ingle et al.ICCV 2025 · 2 citations
- SwiftTailor: Efficient 3D Garment Generation with Geometry Image RepresentationPhuc Pham, Uy Dieu Tran, Binh-Son Hua, Phong NguyenCVPR 2026
- Learning Sewing Patterns via Latent Flow Matching of Implicit FieldsCong Cao, Ren Li, Corentin Dumery, Hao LiSIGGRAPH 2026
Builds on22
- A ConvNet for the 2020sZhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer et al.CVPR 2022 · 6,782 citations
- PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationShunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima et al.ICCV 2019 · 1,411 citations
- Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the LoopNikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas DaniilidisICCV 2019 · 1,139 citations
- Multi-Garment Net: Learning to Dress 3D People From ImagesBharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt, Gerard Pons-MollICCV 2019 · 447 citations
- DeepHuman: 3D Human Reconstruction From a Single ImageZerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai et al.ICCV 2019 · 367 citations
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