Fast approach to infrared image restoration based on shrinkage functions calibration
Zhang CS(张程硕); Shi ZL(史泽林); Xu BS(徐保树); Feng B(冯斌)
刊名Optical Engineering
2016
卷号55期号:5页码:1-11
关键词infrared system image restoration shrinkage function undecimated wavelet transform
ISSN号0091-3286
通讯作者张程硕
产权排序1
中文摘要High-quality image restoration in real time is a challenge for infrared imaging systems. We present a fast approach to infrared image restoration based on shrinkage functions calibration. Rather than directly modeling the prior of sharp images to obtain the shrinkage functions, we calibrate them for restoration directly by using the acquirable sharp and blurred image pairs from the same infrared imaging system. The calibration method is employed to minimize the sum of squared errors between sharp images and restored images from the blurred images. Our restoration algorithm is noniterative and its shrinkage functions are stored in the look-up tables, so an architecture solution of pipeline structure can work in real time. We demonstrate the effectiveness of our approach by testing its quantitative performance from simulation experiments and its qualitative performance from a developed wavefront coding infrared imaging system.
WOS标题词Science & Technology ; Physical Sciences
类目[WOS]Optics
研究领域[WOS]Optics
关键词[WOS]WAVELET ; CAMERA ; DOMAIN
收录类别SCI ; EI
语种英语
WOS记录号WOS:000377588800007
内容类型期刊论文
源URL[http://ir.sia.cn/handle/173321/18676]  
专题沈阳自动化研究所_光电信息技术研究室
推荐引用方式
GB/T 7714
Zhang CS,Shi ZL,Xu BS,et al. Fast approach to infrared image restoration based on shrinkage functions calibration[J]. Optical Engineering,2016,55(5):1-11.
APA Zhang CS,Shi ZL,Xu BS,&Feng B.(2016).Fast approach to infrared image restoration based on shrinkage functions calibration.Optical Engineering,55(5),1-11.
MLA Zhang CS,et al."Fast approach to infrared image restoration based on shrinkage functions calibration".Optical Engineering 55.5(2016):1-11.
个性服务
查看访问统计
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。


©版权所有 ©2017 CSpace - Powered by CSpace