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SIFT is a well-known feature extract algorithm for image matching. Due to the high dimensionality caused by the feature descriptor, it is too time consuming for real-time image retrieval application with kd-tree. To fast the image retrieval process, we deal with it in two aspects. Firstly, a novel method is proposed to reduce the dimensionality of the sift descriptor, which significantly drops the...
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