Geometry Transformation for Image Composition

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  • Only geometry: [1], [2]

  • geometry+appearance [3]

  • geometry+occlusion+appearance: [4] [5]

Reference

  1. Lin, Chen-Hsuan, et al. “St-gan: Spatial transformer generative adversarial networks for image compositing.” CVPR, 2018.

  2. Kikuchi, Kotaro, et al. “Regularized Adversarial Training for Single-shot Virtual Try-On.” ICCV Workshops. 2019.

  3. Zhan, Fangneng, Hongyuan Zhu, and Shijian Lu. “Spatial fusion gan for image synthesis.” CVPR, 2019.

  4. Azadi, Samaneh, et al. “Compositional gan: Learning image-conditional binary composition.” International Journal of Computer Vision 128.10 (2020): 2570-2585.

  5. Fangneng Zhan, Jiaxing Huang, Shijian Lu, “Hierarchy Composition GAN for High-fidelity
    Image Synthesis.” Transactions on cybernetics, 2021.