Layer Decomposition

FactorMatte: Redefining Video Matting for Re-Composition Tasks

Zeqi Gu, Wenqi Xian, Noah Snavely, Abe Davis

Journal SIGGRAPH 2023 Image & Video
Video Matting Layer Decomposition Compositing Counterfactual Synthesis GAN

Image vectorization and editing via linear gradient layer decomposition

Zheng-Jun Du, Liang-Fu Kang, Jianchao Tan, Yotam I. Gingold, Kun Xu

Journal meta-only SIGGRAPH 2023 Image & Video
Image Vectorization Vector Graphics Linear Gradient Layer Decomposition Image Editing

LayerFlow: A Unified Model for Layer-aware Video Generation

Sihui Ji, Hao Luo, Xi Chen, Yuanpeng Tu, Yiyang Wang, Hengshuang Zhao

Conference SIGGRAPH 2025 Image & Video
Video Generation Diffusion Transformer Layer Decomposition Transparency LoRA

See-through: Single-image Layer Decomposition for Anime Characters

Jian Lin, Chengze Li, Haoyun Qin, Kwun Wang Chan, Yanghua Jin, Hanyuan Liu, Stephen Chun Wang Choy, Xueting Liu

Conference SIGGRAPH 2026 Neural & Generative
Layer Decomposition Anime Character Diffusion Model Occlusion Completion Live2D Pseudo-Depth