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

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

Abstract The primary goal of image dehazing is to restore the clarity and detail of hazy images. However, addressing non-uniform haze in atmospheric scattering models remains a significant challenge. While some methods tackle image-level non-uniformity using multi-scale fusion mechanisms, others foc...

Full description

Saved in:
Bibliographic Details
Main Authors: Qin Qin, Lin Shui, Yanyan Zhang, Shaojing Song, Jinhua Jiang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Image dehazing
Non-uniform haze
Multi-scale fusion mechanisms
Contrastive learning
Online Access:https://doi.org/10.1038/s41598-025-08690-z
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-025-08690-z

Similar Items