HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
Yujian Zheng, Zirong Jin, Moran Li, Haibin Huang, Chongyang Ma, Shuguang Cui, Xiaoguang Han
2023Year
21Top-tier citations
Abstract
Our experiments show that HairStep narrows the domain gap between synthetic and real and achieves state-of-theart performance on single-view 3D hair reconstruction.
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Install the CLIlune papers fulltext a70bc056-e82c-4f18-be71-c3f38606c0a9Cited by top-tier papers21
- Text-Conditioned Generative Model of 3D Strand-Based Human HairstylesVanessa Sklyarova, Egor Zakharov, Otmar Hilliges, Michael J. Black et al.CVPR 2024 · 17 citations
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- Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line SegmentsYusuke Takimoto, Hikari Takehara, Hiroyuki Sato, Zihao Zhu et al.CVPR 2024 · 9 citations
- Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle GenerationYunlu Chen, Francisco Vicente Carrasco, Christian Häne, Giljoo Nam et al.NeurIPS 2024 · 9 citations
- HairDiffusion: Vivid Multi-Colored Hair Editing via Latent DiffusionYu Zeng, Yang Zhang, Jiachen Liu, Linlin Shen et al.NeurIPS 2024 · 9 citations
Builds on10
- 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
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- RankSRGAN: Generative Adversarial Networks With Ranker for Image Super-ResolutionWenlong Zhang, Yihao Liu, Chao Dong, Yu QiaoICCV 2019 · 406 citations
- MichiGAN: multi-input-conditioned hair image generation for portrait editingZhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao et al.SIGGRAPH 2020 · 75 citations
- Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo LabelsHehe Fan, Xiaojun Chang, Wanyue Zhang, Yi Cheng et al.CVPR 2022 · 61 citations
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