Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer Attention

Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer Attention

Low-light image enhancement (LLIE) techniques improve the performance of image sensors by enhancing visibility and details in poorly lit environments and have significantly benefited from recent research into Transformer models. This work presents a novel Transformer attention mechanism inspired by...

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Bibliographic Details
Main Authors: Alexandru Brateanu, Raul Balmez, Ciprian Orhei, Cosmin Ancuti, Codruta Ancuti
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sensors
Subjects:
image sensor restoration
low-light enhancement
Vision Transformer
Online Access:https://www.mdpi.com/1424-8220/25/2/327
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