MCRFS-Net: single image dehazing based on multi-scale contrastive regularization and frequency selection

Qin Qin; Lin Shui; Yanyan Zhang; Shaojing Song; Jinhua Jiang

doi:10.1038/s41598-025-08690-z

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MCRFS-Net: single image dehazing based on multi-scale contrastive regularization and frequency selection

Qin Qin Lin Shui Yanyan Zhang Shaojing Song Jinhua Jiang

Year: 2025 Journal: Scientific Reports Vol: 15 (1)Pages: 25501-25501 Publisher: Nature Portfolio

DOI: 10.1038/s41598-025-08690-z

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Keywords:

Regularization (linguistics) Computer science Selection (genetic algorithm) Scale (ratio) Image (mathematics) Artificial intelligence Pattern recognition (psychology) Cartography Geography

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Image Enhancement Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Image Processing Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Image Fusion Techniques

Physical Sciences → Engineering → Media Technology

MCRFS-Net: single image dehazing based on multi-scale contrastive regularization and frequency selection

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