Super-resolution reconstruction of sub-pixel imaging achieved by three linear array detectors

CORC > 长春光学精密机械与物理研究所 > 中国科学院长春光学精密机械与物理研究所 > 中科院长春光机所知识产出

	Super-resolution reconstruction of sub-pixel imaging achieved by three linear array detectors
	Yang W.-B. ; Zhu M. ; Liu Z.-M. ; Chen D.-C.
刊名	Guangxue Jingmi Gongcheng/Optics and Precision Engineering
	2014
卷号	22 期号:8 页码:2247-2258
ISSN号	ISBN/1004924X
英文摘要	The spatial resolution of a sub-pixel imaging system can be improved by increasing temporal and spatial sampling frequencies of detectors. However, the data collected by detectors are prone to aliasing and the resolution of reconstructed image is far away from the ideal value. In this paper, an algorithm of super-resolution reconstruction was proposed based on sub-pixel imaging achieved by three linear array detectors. Firstly, an interpolation model on high-resolution grid was established. Then, blur kernels in an image with high-resolution were identified in linear array and scanning directions respectively, from which the blur kernel in a frame was obtained. Finally, a gradient smoothing regularization model with Neumman boundary conditions was employed to deblur and inhibit ringing effects. Experimental results show that the system resolution of sub-pixel imaging by the proposed algorithm is 2.6 times that of non-oversampling imaging system of a single linear detector, and the Gray Mean Grade (GMG) is improved by 7.71 as compared to that of the bilinear interpolation algorithm. The algorithm can achieve super-resolution reconstruction for sub-pixel imaging systems with more linear array detectors and can obtain a higher system resolution.
收录类别	EI
语种	中文
公开日期	2015-05-27
内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/44421]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Yang W.-B.,Zhu M.,Liu Z.-M.,et al. Super-resolution reconstruction of sub-pixel imaging achieved by three linear array detectors[J]. Guangxue Jingmi Gongcheng/Optics and Precision Engineering,2014,22(8):2247-2258.
APA	Yang W.-B.,Zhu M.,Liu Z.-M.,&Chen D.-C..(2014).Super-resolution reconstruction of sub-pixel imaging achieved by three linear array detectors.Guangxue Jingmi Gongcheng/Optics and Precision Engineering,22(8),2247-2258.
MLA	Yang W.-B.,et al."Super-resolution reconstruction of sub-pixel imaging achieved by three linear array detectors".Guangxue Jingmi Gongcheng/Optics and Precision Engineering 22.8(2014):2247-2258.