SMPLicit: Topology-Aware Generative Model for Clothed People
Enric Corona, Albert Pumarola, Guillem Alenyà, Gerard Pons-Moll, Francesc Moreno-Noguer
2021年份
73顶会引用
摘要
Figure 1: We introduce SMPLicit, a fully differentiable generative model for clothed bodies, capable of representing garments with different topology. The four figures on the left show the application of the model to the problem of 3D body and cloth reconstruction from an input image. We are able to predict different models per cloth, even for multi-layer cases. Three right-most images: The model can also be used for editing the outfits, removing/adding new garments and re-posing the body.
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引用它的顶会 Paper73
- AvatarCLIP: zero-shot text-driven generation and animation of 3D avatarsFangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai 等SIGGRAPH 2022 · 被引用 213 次
- Neural-GIF: Neural Generalized Implicit Functions for Animating People in ClothingGarvita Tiwari, Nikolaos Sarafianos, Tony Tung, Gerard Pons-MollICCV 2021 · 被引用 130 次
- The Power of Points for Modeling Humans in ClothingQianli Ma, Jinlong Yang, Siyu Tang, Michael J. BlackICCV 2021 · 被引用 124 次
- SNUG: Self-Supervised Neural Dynamic GarmentsIgor Santesteban, Miguel A. Otaduy, Dan CasasCVPR 2022 · 被引用 96 次
- M3D-VTON: A Monocular-to-3D Virtual Try-On NetworkFuwei Zhao, Zhenyu Xie, Michael Kampffmeyer, Haoye Dong 等ICCV 2021 · 被引用 81 次
它引用的顶会 Paper17
- PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationShunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima 等ICCV 2019 · 被引用 1,411 次
- Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the LoopNikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas DaniilidisICCV 2019 · 被引用 1,139 次
- Multi-Garment Net: Learning to Dress 3D People From ImagesBharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt, Gerard Pons-MollICCV 2019 · 被引用 447 次
- Neural Unsigned Distance Fields for Implicit Function LearningJulian Chibane, Aymen Mir, Gerard Pons-MollNeurIPS 2020 · 被引用 415 次
- DeepHuman: 3D Human Reconstruction From a Single ImageZerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai 等ICCV 2019 · 被引用 367 次
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