The implementation on the restoration of motion-blurred images of ochotona curzoniae

doi:10.1109/ITA.2013.23

IR > 计算机与通信学院

	The implementation on the restoration of motion-blurred images of ochotona curzoniae
	Chen, Hai-Yan; Cao, Ming-Hua; Wang, Hui-Qin; Ying, Lin; Lan, Ma
	2013
会议名称	2013 International Conference on Information Technology and Applications, ITA 2013
会议录名称	Proceedings - 2013 International Conference on Information Technology and Applications, ITA 2013
页码	72-75
会议日期	November 16, 2013 - November 17, 2013
会议地点	Chengdu, China
出版者	IEEE Computer Society
摘要	Ochotona curzoniae is one of the main creature calamities in Qinghai-Tibet Plateau. With the development of advanced biological recognition technologies, a new scientific method is provided for the Ochotona curzoniae's research using the automatic identification system of the Ochotona curzoniae. But due to the relative motion between the object and the video camera, the obtained image of Ochotona curzoniae is often blurred in the process of image acquisition. The technology of image restoration can eliminate the blur of image and improve the quality of image. In this paper, on the basis of the analysis of the degradation model of motion blurred image and the restoration process of motion blurred image, the methods of image restoration of motion blurred image of Ochotona curzoniae are studied and implemented. The motion blurred images of Ochotona curzoniae are restored by the methods of inverse filter, Wiener filter and constrained least squares to improve the quality of the image of Ochotona curzoniae to better carry out the follow-up feature extraction and target recognition. © 2013 IEEE.
关键词	Automation Image enhancement Least squares approximations Restoration Technology transfer Video cameras Automatic identification system Biological recognition Constrained least squares Motion blurred image Motion-blurred Ochotona curzoniae Qinghai Tibet plateau Restoration process
DOI	10.1109/ITA.2013.23
收录类别	EI
语种	英语
EI入藏号	20140817339995
EI主题词	Image reconstruction
来源库	Compendex
分类代码	716.4 Television Systems and Equipment - 731 Automatic Control Principles and Applications - 921.6 Numerical Methods
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/117529
专题	计算机与通信学院
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Chen, Hai-Yan,Cao, Ming-Hua,Wang, Hui-Qin,et al. The implementation on the restoration of motion-blurred images of ochotona curzoniae[C]:IEEE Computer Society,2013:72-75.