Title :
An Area Based Image Matching Algorithm and Its Implementation
Author :
Guohua Yue ; Yu Xu
Author_Institution :
Coll. of Comput. Sci. & Technol., Xi´an Univ. of Sci. & Technol., Xi´an, China
Abstract :
Aiming at the problems of the global image matching, an area based on image matching algorithm is presented. In the paper, the principle of area based image matching is given firstly and the algorithm is analyzed in detail. In the algorithm, in order to diminish the influence of the segmentation to image matching, color key feature points are chosen as the feature of image and weighted distance measurement are used to achieve the coarse image matching and get candidate locations. Dominant color extraction to candidate locations according to human vision, the final result is achieved by precise matching which is measured by color measurement. A large number of experimental results demonstrate the feasibility and efficiency of the algorithm.
Keywords :
feature extraction; image colour analysis; image matching; image segmentation; area based image matching algorithm; color key feature points; dominant color extraction; global image matching; human vision; image distance measurement; image matching segmentation; weighted distance measurement; Accuracy; Algorithm design and analysis; Educational institutions; Humans; Image color analysis; Image matching; Search problems; area based image matching; coarse to precise matching; distance measurement; dominant color;
Conference_Titel :
Software Engineering (WCSE), 2012 Third World Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4673-4546-0
DOI :
10.1109/WCSE.2012.35