C++ Computer Vision functions available

BaySAC (and RANSAC and PROSAC and SimSAC) for Essential Matrix estimation and Homography estimation. Topdown and non-linear refinement of solution.

Several different 5-point Essential Matrix estimation algorithms.

See workspace/cameraGeom/geom/EssentialMatGoldStandard.cpp for Levenberg-Marquardt refinement of E (also function to minimise Sampson error by LM which is a lot faster and works just as well).

Homography decomposition (fit rotation/translation/plane-normal by Levenberg refinement) -- see geom.cpp

Bag-of-Words library: Real-time performance and dynamic retraining. Supports 10k+ images. Fast pairwise correspondences.

K-medoids clustering

 

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