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.
alpha patternsdeep learningimage-matting
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