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| 1 | % SIFT_OVERVIEW Scale-Invariant Feature Transfrom | ||
| 2 | % | ||
| 3 | % This is a MATLAB/C implementation of SIFT detector and descriptor | ||
| 4 | % [1]. You can: | ||
| 5 | % | ||
| 6 | % * Use SIFT() to detect the SIFT frames (keypoints) of a given image | ||
| 7 | % and compute their descriptors. Then you can use SIFTMATCH() to | ||
| 8 | % match the descriptors. | ||
| 9 | % | ||
| 10 | % * Use PLOTSS(), PLOTSIFTDESCRIPTOR(), PLOTSIFTFRAME(), | ||
| 11 | % PLOTMATCHES() to visualize the results. | ||
| 12 | % | ||
| 13 | % As SIFT is implemented by several reusable M and MEX files, you can | ||
| 14 | % also run portions of the algorithm, or change them. Specifically, | ||
| 15 | % you can: | ||
| 16 | % | ||
| 17 | % * Use SIFTDESCRIPTOR() to compute the SIFT descriptor from a list | ||
| 18 | % of frames and a scale space or plain image. | ||
| 19 | % | ||
| 20 | % * Use GAUSSIANSS() and DIFFSS() to compute the Gaussian and DOG | ||
| 21 | % scale spaces. | ||
| 22 | % | ||
| 23 | % * Use SIFTLOCALMAX(), SIFTREFINEMX(), SIFTORMX() to manually | ||
| 24 | % extract the SIFT frames from the DOG scale space. More in | ||
| 25 | % general, you can use SIFTLOCALMAX() to find maximizers of any | ||
| 26 | % multi-dimensional arrays. | ||
| 27 | % | ||
| 28 | % REFERENCES | ||
| 29 | % [1] D. G. Lowe, "Distinctive image features from scale-invariant | ||
| 30 | % keypoints," IJCV, vol. 2, no. 60, pp. 91 110, 2004. | ||
| 31 | % | ||
| 32 | % See also PDF:SIFT.INTRODUCTION. | ||
| 33 | |||
