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Effective Input Projection for Updating Dictionary Atoms in Sparse Coding-Based Image Denoising

Adaptive dictionary learning algorithms offer enhanced performance through the joint optimization of dictionary atoms and sparse representations. However, this alternating minimization process is complex, and the two optimizations often remain independent of each other, limiting effectiveness. In th...

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Xehetasun bibliografikoak
Egile Nagusiak: Ammar Hoori, Alex J. Aved, Simegnew Yihunie Alaba, Yuichi Motai
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: IEEE 2026-01-01
Saila:IEEE Access
Gaiak:
Sarrera elektronikoa:https://ieeexplore.ieee.org/document/11366627/
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