Title :
A low-complexity image stitching algorithm suitable for embedded systems
Author :
Chang, Tao-Cheng ; Chien, Cheng-An ; Chang, Jia-Hou ; Guo, Jiun-In
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Chung-Cheng Univ., China
Abstract :
In this paper we propose a low-complexity image stitching algorithm. By using the developed algorithm, users can automatically merge images into a panoramic image, even these source images have rotation and zooming actions. We adopt feature-base estimation to get the relation between images and employ down-sampling to reduce computing complexity. We also apply a copy-paste and texture-base scheme to remove the clear seam in the result image. Realized in an embedded system with 512MHz RISC, the proposed algorithm could achieve a XVGA image stitching in 0.6 second.
Keywords :
embedded systems; feature extraction; image texture; reduced instruction set computing; RISC; copy-paste scheme; embedded systems; feature base estimation; frequency 512 MHz; image merging; image stitching algorithm; panoramic image; texture-base scheme; time 0.6 s; Cameras; Complexity theory; Embedded systems; Image color analysis; Image resolution; Lenses; Pixel;
Conference_Titel :
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-8711-0
DOI :
10.1109/ICCE.2011.5722536