How to match the features in a single image?

Question

sehreen 2014-2-9

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https://ww2.mathworks.cn/matlabcentral/answers/115420-how-to-match-the-features-in-a-single-image

评论： ritu agarwal 2018-5-8

I need to identify the duplicate regions in an image for that i am using SURF algorithm. detectSURFFeatures() method is used to detect features and featureExtraction() is used for feature description. now i want to match the feature descriptors and identify the similar features and display only matched features on the image. so please tell me how do i match the features.

there is a function matchFeatures() which is used to match features between two sets of features extracted from two images but i need to match the the features of single image. can i use this function if yes then how? or there is some other solution.

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Answer 1

Dima Lisin 2014-7-16

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https://ww2.mathworks.cn/matlabcentral/answers/115420-how-to-match-the-features-in-a-single-image#answer_145300

Unfortunately, matchFeatures() is not really suited for this task. You would have to write your own code to do the matching. You would need to take each feature descriptor and compare it against all the remaining features, to find its nearest neighbor. The simplest thing is to use a simple threshold to decide whether or not the nearest neighbor is a match.