GHMSA-Net: Gated Hierarchical Multi-Scale Self-Attention for Perceptually-Guided AV1 Post-Processing

The AOMedia Video 1 (AV1) codec achieves excellent compression efficiency but often introduces visually distracting artifacts at high quantization parameters (QPs), impairing perceptual quality. We propose Gated Hierarchical Multi-Scale Attention Network (GHMSA-Net), a post-processing model that lev...

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Bibliographic Details
Main Authors: Bopu Zhao, Woowoen Gwun, Kiho Choi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11114914/
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