A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior

	A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior
	Zhu, Qingsong; Mai, Jiaming; Shao, Ling
刊名	IEEE TRANSACTIONS ON IMAGE PROCESSING
	2015
英文摘要	Single image haze removal has been a challenging problem due to its ill-posed nature. In this paper, we propose a simple but powerful color attenuationprior for haze removal from a single input hazy image. By creating a linear model for modeling the scene depth of the hazy image under this novel priorand learning the parameters of the model with a supervised learning method, the depth information can be well recovered. With the depth map of the hazy image, we can easily estimate the transmission and restore the scene radiance via the atmospheric scattering model, and thus effectively remove the haze from a single image. Experimental results show that the proposed approach outperforms state-of-the-art haze removal algorithms in terms of both efficiency and the dehazing effect.
收录类别	SCI
原文出处	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7128396&tag=1
语种	英语
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/7105]
专题	深圳先进技术研究院_医工所
作者单位	IEEE TRANSACTIONS ON IMAGE PROCESSING
推荐引用方式 GB/T 7714	Zhu, Qingsong,Mai, Jiaming,Shao, Ling. A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING,2015.
APA	Zhu, Qingsong,Mai, Jiaming,&Shao, Ling.(2015).A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior.IEEE TRANSACTIONS ON IMAGE PROCESSING.
MLA	Zhu, Qingsong,et al."A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior".IEEE TRANSACTIONS ON IMAGE PROCESSING (2015).