street view images matching al gorithm based on colorscale-invariant feature transform
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Graphical Abstract
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Abstract
mage feature extraction and matching will be done after color image is transformed into gra ymay cause color information loss and lead to wrong matching.in order to solve problem this paperpresents a method color-based scale-invariant feature transform to realize feature image matching.thenfeature points are extracted by using improved harris al gorithm ei ghbor information aroundthese points is described using color invariant value as input information.finall ythe points betweentwo images are matched using correlation coefficient.to demonstrate the feasibilit y of approachex-periments with groups of street view imagescompared with the traditional sift al gorithm.show thatthe proposed al gorithm can not onl y intensive match pointshi gher matching correct rate speed validity.
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