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Kuaishou Tech
Kuaishou Tech
May 10, 2021 · Artificial Intelligence

Semantic Image Matting: Integrating Alpha Pattern Semantics into the Matting Framework

The article presents Semantic Image Matting, a novel approach that incorporates 20 semantic Alpha pattern categories into the matting pipeline via semantic Trimap, region‑based classifiers, multi‑class discriminators, and learnable gradient loss, achieving state‑of‑the‑art results on multiple benchmarks.

Computer VisionDeep Learningalpha patterns
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Semantic Image Matting: Integrating Alpha Pattern Semantics into the Matting Framework