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Matching salient points is a key step in visual tasks. However, many of the existing feature representation methods that are widely applied to these tasks, such as scale invariant feature transform (SIFT), suffer from a lack of representation invariance. This shortcoming limits the image representation stability and salient-point matching performance, particularly when images with a great deal of...
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