A single image dehazing method based on decomposition strategy

作     者：QIN Chaoxuan GU Xiaohui QIN Chaoxuan;GU Xiaohui

作者机构：School of Mechanical EngineeringNanjing University of Science and TechnologyNanjing 210094China Southwest Technology and Engineering Research InstituteChongqing 400039China 

出 版 物：《Journal of Systems Engineering and Electronics》 (系统工程与电子技术（英文版）)

年 卷 期：2022年第33卷第2期

页      面：279-293页

核心收录：

学科分类：08[工学] 080203[工学-机械设计及理论] 0802[工学-机械工程] 

基　　金：supported by the National Defense Technology Advance Research Project of China(004040204) 

主　　题：single image dehazing decomposition strategy image processing global atmospheric light 

摘      要：Outdoor haze has adverse impact on outdoor image quality,including contrast loss and poor *** this paper,a novel dehazing algorithm based on the decomposition strategy is *** combines the advantages of the two-dimensional variational mode decomposition(2DVMD)algorithm and dark channel *** original hazy image is adaptively decom-posed into low-frequency and high-frequency images according to the image frequency band by using the 2DVMD *** low-frequency image is dehazed by using the improved dark channel prior,and then fused with the high-frequency ***,we optimize the atmospheric light and transmit-tance estimation method to obtain a defogging effect with richer details and stronger *** proposed algorithm is com-pared with the existing advanced *** results show that the proposed algorithm has better performance in comparison with the state-of-the-art algorithms.