Statistical Scene-Based Non-Uniformity Correction Method with Interframe Registration

doi:10.3390/s19245395

CIOMP OpenIR

	Statistical Scene-Based Non-Uniformity Correction Method with Interframe Registration
	B.Lv; S.F.Tong; Q.Y.Liu; H.J.Sun
	2019
发表期刊	Sensors
卷号	19 期号:24 页码:12
摘要	The non-uniform response in infrared focal plane array (IRFPA) detectors inevitably produces corrupted images with a fixed-pattern noise. In this paper, we present a novel and adaptive scene-based non-uniformity correction (NUC) method called Correction method with Statistical scene-based and Interframe Registration (CSIR), which realizes low delay calculation of correction coefficient for infrared image. This method combines the statistical method and registration method to achieve a better NUC performance. Specifically, CSIR estimates the gain coefficient with statistical method to give registration method an appropriate initial value. This combination method not only reduces the need of interactive pictures, which means lower time delay, but also achieves better performance compared to the statistical method and other single registration methods. To verify this, real non-uniformity infrared image sequences collected by ourselves were used, and the advantage of CSIR was compared thoroughly on frame number (corresponding to delay time) and accuracy. The results show that the proposed method could achieve a significantly fast and reliable fixed-pattern noise reduction with the effective gain and offset.
关键词	statistical scene,non-uniformity correction,fixed-pattern noise,adaptive,registration method,correction algorithm,plane,Chemistry,Engineering,Instruments & Instrumentation
DOI	10.3390/s19245395
收录类别	SCI ; EI
语种	英语
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/63150
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	B.Lv,S.F.Tong,Q.Y.Liu,et al. Statistical Scene-Based Non-Uniformity Correction Method with Interframe Registration[J]. Sensors,2019,19(24):12.
APA	B.Lv,S.F.Tong,Q.Y.Liu,&H.J.Sun.(2019).Statistical Scene-Based Non-Uniformity Correction Method with Interframe Registration.Sensors,19(24),12.
MLA	B.Lv,et al."Statistical Scene-Based Non-Uniformity Correction Method with Interframe Registration".Sensors 19.24(2019):12.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
Statistical Scene Ba（10656KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载