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ArrayFire Functions | ArrayFire Functions by Category » Computer Vision » Feature descriptors

SIFT feature detector and GLOH descriptor extractor.

SIFT feature detector and GLOH descriptor extractor.

Detects features using the Scale Invariant Feature Transform (SIFT), by David Lowe. Descriptors are extracted using Gradient Location and Orientation Histogram (GLOH).

Lowe, D. G., "Distinctive Image Features from Scale-Invariant Keypoints", International Journal of Computer Vision, 60, 2, pp. 91-110, 2004.

Mikolajczyk, K., and Schmid, C., "A performance evaluation of local descriptors", IEEE Transactions on Pattern Analysis and Machine Intelligence, 10, 27, pp. 1615-1630, 2005.