Image stitching based on ORB feature and RANSAC

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	Image stitching based on ORB feature and RANSAC
	Wu, Yongqing; Su, Xiuqin; Hu, Xiaoli
作者部门	光电测量技术实验室
	2016-07-01
发表期刊	ICIC Express Letters, Part B: Applications
ISSN	21852766
卷号	7 期号:7 页码:1397-1403
产权排序	1
摘要	In this paper, we introduced an image stitching algorithm which is based on ORB (Oriented FAST and Rotated BRIEF) feature and RANSAC (Random Sample Consensus) algorithm. First, we use ORB feature and brute force algorithm to find correspondences between images. Second, we apply the RANSAC algorithm to estimating homography robustly. Finally, the algorithm blends the images according to the homography and the image feathering algorithm was engaged to remove the visible seams due to exposure differences. From the results of experiments, we can draw a conclusion that the algorithm we proposed can stitch images seamlessly with a low computation time. © 2016, ICIC Express Letters Office. All rights reserved.
关键词	Image Processing
收录类别	EI
语种	英语
EI入藏号	20162702570313
文献类型	期刊论文
条目标识符	http://ir.opt.ac.cn/handle/181661/28232
专题	光电跟踪与测量技术研究室
作者单位	Xi’an Institute of Optics and Precision Mechanics of CAS, University of Chinese Academy of Sciences, No. 17, Xinxi Road, Xi’an; 710119, China
推荐引用方式 GB/T 7714	Wu, Yongqing,Su, Xiuqin,Hu, Xiaoli. Image stitching based on ORB feature and RANSAC[J]. ICIC Express Letters, Part B: Applications,2016,7(7):1397-1403.
APA	Wu, Yongqing,Su, Xiuqin,&Hu, Xiaoli.(2016).Image stitching based on ORB feature and RANSAC.ICIC Express Letters, Part B: Applications,7(7),1397-1403.
MLA	Wu, Yongqing,et al."Image stitching based on ORB feature and RANSAC".ICIC Express Letters, Part B: Applications 7.7(2016):1397-1403.

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Image stitching base（618KB）	期刊论文	作者接受稿	限制开放	CC BY-NC-SA	请求全文