Title :
Study on panoramic image stitching algorithm
Author :
Li, Jubaio ; Du, Junping
Author_Institution :
Beijing Key Lab. of Intell. Telecommun. Software & Multimedia, Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
This paper has a thorough study on panoramic image, an important application of virtual reality technology, and proposes a feature based method of generating a panorama. Descriptions of solutions and algorithms for each step were given in details, including Harris corner detection algorithm, RANSAC algorithm, Levenberg-Marquardt algorithm and so on. Some improvements of the algorithm were proposed in order to resolve the deficiencies. The experimental results were given at the end of the paper. It shows that the panoramic generated by this method is complete, clear, and no obvious distortion, and the methods adopted in the system are appropriate and practical.
Keywords :
image resolution; image segmentation; virtual reality; Harris corner detection; Levenberg-Marquardt algorithm; RANSAC algorithm; obvious distortion; panoramic image stitching algorithm; virtual reality technology; Biomedical imaging; Image fusion; Image resolution; Irrigation; Telecommunications; Harris algorithm; Image Registration; Image Stitching; Panoramic Image; Virtual Reality;
Conference_Titel :
Circuits,Communications and System (PACCS), 2010 Second Pacific-Asia Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-7969-6
DOI :
10.1109/PACCS.2010.5626602