舰船电子工程2024，Vol.44Issue(12)：39-43,5.DOI:10.3969/j.issn.1672-9730.2024.12.009
基于幸运区域融合的多帧大气湍流图像盲复原
Blind Restoration of Multi-frame Atmospheric Turbulence Images Based on Lucky Region Fusion
摘要
Abstract
Aiming at the problem of blurred observation sequence image caused by atmospheric turbulence,a blind restora-tion algorithm of multi-frame atmospheric turbulence image based on lucky region fusion is proposed.In this algorithm,reference frames are extracted from turbulent degraded sequence images,image skew is removed by optical flow method,geometric consisten-cy and gradient constraint are used for lucky region fusion,and the plug-and-play alternating direction multiplier method is used to minimize the restored images.The simulation results show that the algorithm can improve the quality of image restoration,and the restoration results have clear edge contour and local details.关键词
图像盲复原/光流法/幸运区域/交替方向乘子法Key words
blind image restoration/optical flow method/lucky region/alternate direction multiplier method分类
信息技术与安全科学引用本文复制引用
鱼轮,王伊君,邢笑笑..基于幸运区域融合的多帧大气湍流图像盲复原[J].舰船电子工程,2024,44(12):39-43,5.基金项目
陕西省教育厅项目"基于多尺度生成对抗网络的大气湍流退化图像复原研究"(编号:23JK0418) （编号:23JK0418）
商洛学院科研项目"大气湍流退化图像的复原算法研究"(编号:21SKY010) （编号:21SKY010）
大学生创新创业训练计划项目"基于稀疏约束的大气湍流退化图像盲复原研究"(编号:S202311396081)资助. （编号:S202311396081）
