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Kuaishou Audio & Video Technology
Kuaishou Audio & Video Technology
Jun 17, 2021 · Artificial Intelligence

How Deep Learning Revolutionizes Video Matting: A Two‑Stage Framework

Leveraging deep neural networks, this article introduces a pioneering two‑stage video matting framework that propagates sparse Trimap annotations across frames using cross‑attention, integrates spatio‑temporal features via a ST‑FAM module, and demonstrates superior performance on synthetic and real HD video datasets.

Computer Visiondeep learningspatio-temporal fusion
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How Deep Learning Revolutionizes Video Matting: A Two‑Stage Framework