Low-Light Image Enhancement with Multi-Scale Attention and Frequency-Domain Optimization

Low-light image enhancement aims to improve the perceptual quality of images captured in conditions of insufficient illumination. However, such images are often characterized by low visibility and noise, making the task challenging. Recently, significant progress has been made using deep learning-ba...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-04, Vol.34 (4), p.1-1
Hauptverfasser:	He, Zhiquan, Ran, Wu, Liu, Shulin, Li, Kehua, Lu, Jiawen, Xie, Changyong, Liu, Yong, Lu, Hong
Format:	Artikel
Sprache:	eng
Schlagworte:	Discrete Wavelet Transform Discrete wavelet transforms Frequency domain analysis Histograms Illumination Image color analysis Image enhancement Image quality Image restoration Lighting Low visibility Low-light image enhancement multi-scale attention Object recognition Wavelet transforms
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