Browse > Article
http://dx.doi.org/10.6109/jkiice.2011.15.4.957

A Study on an Image Stabilization for Car Vision System  

Lew, Sheen (인천대학교)
Lee, Wan-Joo (용인대학교)
Kang, Hyun-Chul (인천대학교)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.15, no.4, 2011 , pp. 957-964 More about this Journal
Abstract
The image stabilization is the procedure of stabilizing the blurred image with image processing method. Due to easy detection of global motion, PA(Projection algorithm) based on digital image stabilization has been studied by many researchers. PA has the advantage of easy implementation and low complexity, but in the case of serious rotational motion the accuracy of the algorithm will be cut down because of its fixed exploring range, and, on the other hand, if extending the exploring range, the block for detecting motion will become small, then we cannot detect correct global motion. In this paper, to overcome the drawback of conventional PA, an Iterative Projection Algorithm (IPA) is proposed, which improved the correctness of global motion by detecting global motion with detecting block which is appropriate to different extent of motion. With IPA, in the case of processing 1000 continual frames shot in automobile, compared with conventional algorithm and other detecting range, the results of PSNR is improved 6.8% at least, and 28.9% at the most.
Keywords
Image stabilization; Global motion vector; Projection algorithm;
Citations & Related Records
연도 인용수 순위
  • Reference
1 ZHONG Ping, YU Qian-yang, JIN Guang, "Research on estimation algorithm of motion vector of dynamic image sequence", OPTICAL TECHNIQUE, vol. 29, no. 2, pp. 219-222, 2003.
2 Yin Bin, Duan Hui-chuan, "Image Stabilization by Combining Gray-Scale Projection and Block Matching Algorithm", IEEE International Symposium on IT in Medicine & Education, vol. 1, pp. 1262-1266, 2009.
3 Uomori k, Morimura A, Ishii H, Sakaguchi T, Kitamura Y, "Automatic image stabilizing system by full-digital signal processing", IEEE Transactions on Consumer Electronics, vol. 36, no. 3, 1990.
4 Basseville M, Espiau B, Gasnier J, "Edge detection using sequential methods for change in level:A sequential edge detection algorithm", IEEE Transactions on Acoustics speech and signal Processing, vol. 29, no. 1, pp. 24-34, 1981.   DOI
5 Zhu Juan Juan, Guo Bao Long, "A panoramic Image Stabilization System based on Block Motion Iteration", Eighth International Conference on Intelligent System Design and Applications, 2008.
6 Li dong Xu, Xing gang Lin, "Digital Image Stabilization based on Circular Block Matching", IEEE Transactions on Consumer Electronics, vol. 52, no. 2, MAY 2006.
7 Sung-Hee Lee, Kyung-Hoon Lee, Sung-jea ko, "Digital Image Stabilizer Algorithms based on Bit-plane Matching", IEEE Transactions on Consumer Electronics, vol. 44, no. 3, 1998.
8 S.Erturk, "Digital Image Stabilization with Sub-Image Phase Correlation based Global Motion Estimation", IEEE Transactions on Consumer Electronics, vol. 49, no. 4, 2003.