NDLI: Nonrigid color image registration by minimizing residual complexity under illumination variations

Content Provider	IEEE Xplore Digital Library
Author	Yuwen Wang Xiaojun Hu Ming Zhu Deqian Fu Shunbo Hu
Copyright Year	2013
Description	Author affiliation: Radiol. Dept., Linyi Hosp. of Traditional Chinese Med., Linyi, China (Ming Zhu) \|\| Inf. Sch., Linyi Univ., Linyi, China (Deqian Fu; Shunbo Hu) \|\| Coll. of Life Sci., Linyi Univ., Linyi, China (Xiaojun Hu) \|\| Libr. Linyi Univ., Linyi, China (Yuwen Wang)
Abstract	In the presence of spatially-varying illumination changes, many intensity-based similarity measures cannot capture the complex interactions among the pixel intensities and result in wrong registration. Residual complexity (RC) measure can solve this problem and provide accurate and robust registration results in the same modality images registration. In this study, RC measure is generalized to nonrigid color image registration and the corresponding color image registration scheme is proposed. By nonrigid registration of three kinds of color images, four similarity measures, i.e. RC, mutual information, correlation coefficient and sum-of-squared differences, are contrasted and studied. The results of tests show that RC measure outperforms other three measures in the presence of illumination variations and geometrical transformation of color images.
Sponsorship	IEEE Eng.Med. Biol. Soc.
Starting Page	479
Ending Page	484
File Size	1153362
Page Count	6
File Format	PDF
e-ISBN	9781479927647
DOI	10.1109/CISP.2013.6744043
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image registration Image color analysis Lighting Illumination variations Color Educational institutions Complexity theory Residual complexity Color image Nonrigid registration Biomedical imaging
Content Type	Text
Resource Type	Article

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