8 July 2011 Fast image matching algorithm based on projection characteristics
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Proceedings Volume 8009, Third International Conference on Digital Image Processing (ICDIP 2011); 80092M (2011) https://doi.org/10.1117/12.896533
Event: 3rd International Conference on Digital Image Processing, 2011, Chengdu, China
Abstract
Based on analyzing the traditional template matching algorithm, this paper identified the key factors restricting the speed of matching and put forward a brand new fast matching algorithm based on projection. Projecting the grayscale image, this algorithm converts the two-dimensional information of the image into one-dimensional one, and then matches and identifies through one-dimensional correlation, meanwhile, because of normalization has been done, when the image brightness or signal amplitude increasing in proportion, it could also perform correct matching. Experimental results show that the projection characteristics based image registration method proposed in this article could greatly improve the matching speed, which ensuring the matching accuracy as well.
© (2011) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Lijuan Zhou, Xiaobo Yue, and Lijun Zhou "Fast image matching algorithm based on projection characteristics", Proc. SPIE 8009, Third International Conference on Digital Image Processing (ICDIP 2011), 80092M (8 July 2011); doi: 10.1117/12.896533; https://doi.org/10.1117/12.896533
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