Title :
An Improved Algorithm on Image Stitching Based on SIFT features
Author :
Xing, Jing ; Miao, Zhenjiang
Author_Institution :
Beijing JiaoTong Univ., Beijing
Abstract :
IBR (image-based rendering) is an important technology in VR (virtual reality). Panoramic image stitching used to create virtual environment for many applications is a key technology for IBR, and lots of stitching algorithms are developed in recent years. In this paper, we introduce an algorithm based on SIFT features to stitch panoramic images. At last, some improvements are made that we stitch the two images by using the coordinates of the image after transformation instead of interpolation; in this way complex algorithm and unnecessary calculation are avoided. Through lots of analyses and experiments we find that it is very effective. Because this method is not sensitive to ordering, orientation, scaling and illumination, its stitching precision is much higher than many other methods.
Keywords :
image matching; image sequences; rendering (computer graphics); virtual reality; SIFT feature; image matching; image sequence; image transformation; image-based rendering; panoramic image stitching algorithm; virtual reality; Cameras; Filtering; Information science; Interpolation; Lighting; Object recognition; Parameter estimation; Rendering (computer graphics); Virtual environment; Virtual reality;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.147