Improving Image Compression With Adjacent Attention and Refinement Block

Improving Image Compression With Adjacent Attention and Refinement Block

Recently, learned image compression algorithms have shown incredible performance compared to classic hand-crafted image codecs. Despite its considerable achievements, the fundamental disadvantage is not optimized for retaining local redundancies, particularly non-repetitive patterns, which have a de...

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Bibliographic Details
Main Authors: Afsana Ahsan Jeny, Md Baharul Islam, Masum Shah Junayed, Debashish Das
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Image compression
attention mechanisms
Gaussian merge block
refinement block
autoencoder
Online Access:https://ieeexplore.ieee.org/document/9845406/

Internet

https://ieeexplore.ieee.org/document/9845406/

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