DocumentCode
591070
Title
Stitching method for distorted image based on SIFT feature matching
Author
Zetao Jiang ; Jiping Wu ; Dejing Cui ; Tongmin Liu ; Xi Tong
Author_Institution
Sch. of Inf. Eng., Nanchang Hangkong Univ., Nanchang, China
fYear
2012
fDate
27-29 Aug. 2012
Firstpage
107
Lastpage
110
Abstract
In the image stitching process, for existence of distortion in obtaining images using ordinary camera, or distortion caused by the camera optical axis, which perpendicular to the object, a stitching method based on SIFT feature matching for images with distortions was put forward in this paper. A distortion correction of the acquired image was executed before image stitching. Then, extract the SIFT feature points on the corrected image, match the feature points, and complete the image stitching in the end. Experimental results show that, the proposed method can reduce the ghosting effect of the mosaic image to a certain extent.
Keywords
cameras; distortion; feature extraction; image matching; image segmentation; SIFT feature matching; SIFT feature point extraction; camera optical axis; corrected image; distortion correction; ghosting effect; image acquisition; image distortion; image stitching process; mosaic image; ordinary camera; Cameras; Educational institutions; Geology; Image resolution; Optimization; Distortion correction; Feature matching; Image stitch;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing and Networking Technology (ICCNT), 2012 8th International Conference on
Conference_Location
Gueongju
Print_ISBN
978-1-4673-1326-1
Type
conf
Filename
6418633
Link To Document