Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing

arXiv:2403.01105v1 Announce Type: new
Abstract: Recovering a clear image from a single hazy image is an open inverse problem. Although significant research progress has been made, most existing methods ignore the effect that downstream tasks play in promoting upstream dehazing. From the perspective of the haze generation mechanism, there is a potential relationship between the depth information of the scene and the hazy image. Based on this, we propose a dual-task collaborative mutual promotion framework to achieve the dehazing of …

abstract arxiv clear collaborative cs.cv image information network perspective progress promotion research tasks type