Title :
Study on Subpixel Registration Methods based on Wavelet Analysis
Author :
Wang, Sen-Hua ; Li, Jian-ping ; Yang, Yong-qin
Author_Institution :
Int. Centre for wavelet Anal., Logistical Eng. Univ., Chongqing
Abstract :
Image registration is an important task in the field of computer vision and pattern recognition. And the applied values is also reflected in the study of remote sensing, medical imaging and the object indentifying of multi-sensor fusion. In this paper, a new subpixel registration methods which based on wavelet analysis was proposed by improving polynomial subdivision algorithm and pixel level registration. Furthermore, the precision of the method was also analysed after the process. The simulation results shows that the method in this paper achieves good effects and reaches the precision of sub-pixel.
Keywords :
computational complexity; edge detection; image registration; wavelet transforms; computational complexity; computer vision; edge detection; pattern recognition; polynomial subdivision algorithm; subpixel image registration method; wavelet analysis; Biomedical engineering; Computational complexity; Image analysis; Image edge detection; Image registration; Image sensors; Pattern analysis; Polynomials; Robustness; Wavelet analysis; Wavelet analysis; polynomial subdivision; subpixel registration;
Conference_Titel :
Apperceiving Computing and Intelligence Analysis, 2008. ICACIA 2008. International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-3427-5
Electronic_ISBN :
978-1-4244-3426-8
DOI :
10.1109/ICACIA.2008.4770013