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《Journal of Beijing University of Aeronautics and Astronautics》 2008-05
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Method in image's feature extraction and matching

Zhang Shaohui Shen Xiaorong Fan Yaozu(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)  
To solve the problem of adaptability and accuracy in the field of image feature extraction and feature matching,the method of scale invariant feature transform(SIFT) was introduced.Firstly the characteristics of the SIFT method were analyzed by theory,and the SIFT method was implemented step by step on the visual studio 2005 platform;Then the features extracted by SIFT method were applied to match images on the criterion of nearest neighbor based on Euclidean distance.A suggestion value bound was given by comparing the matching result of different nearest ratio.At last the effect of the SIFT method was validated by the matching result of three different groups of images.The matching result shows that the features extracted by SIFT method are invariant to image scale,rotation and illumination change,and the matching accuracies are all equal or close to 100%.These results prove that the features extracted by SIFT method have excellent adaptive and accurate characteristics,which are useful for the fields of image recognition,image reconstruction,etc.
【Fund】: 北京市教育委员会共建项目(BHBJZD-1-5)
【CateGory Index】: TP391.41
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