P‐17: All Weather‐Robust Image Quality Enhancement based on Image Feature Fusion and Multiscale Degradation Profile

Abstract

Severe weather conditions often induce degraded camera output images in automotive applications, which decreases the visibility of drivers. In order to address this problem, this paper proposes a multi‐scale degradation profile‐based image enhancement framework. The proposed framework is composed of a feature fusion module, a multi‐scale degradation profile module, and an image enhancement module. The qualitative evaluation, ablation study, and quantitative evaluation proved the advantages and practicability of the proposed framework.