Post-verification method for local feature point matching pairs
A technology of local features and verification methods, applied in computer parts, special data processing applications, instruments, etc., can solve problems such as weakened discrimination ability and reduced matching accuracy, and achieves improved accuracy, high accuracy, and good robustness. sexual effect
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[0042] The present invention will be described in detail below in conjunction with the accompanying drawings. It should be noted that the described embodiments are only for understanding of the present invention, and do not limit it in any way.
[0043] The concrete steps of the inventive method are:
[0044] Step (1) Obtain the matching pair of local feature points in the two images according to the visual vocabulary corresponding to the local feature points; there are currently many methods for extracting the local feature points, and the method of the present invention adopts the currently widely used scale-invariant descriptor ( SIFT), which is robust to rotation and scale transformation. After the SIFT descriptor is extracted, the image is represented as a set of local feature points {S i},S i is a local feature point descriptor in the image, which has the following related attributes in the image: feature vector (F i ), the main direction (θ i ), scale (σ i ), and s...
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