How findHomography works?

homography

asked 2012-09-30 17:51:30 -0600

yes123
1412 ●12 ●28 ●52

Hello,

is there any simple (and mathematical) explanation on how cvFindHomography and RANSAC work internally?

Thanks

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answered 2012-10-01 05:11:11 -0600

Martin Peris
1742 ●10 ●23 http://blog.martinperi...

Hi,

You can find an explanation (with math included) of cvFindHomography at:

Gary Bradsky & Adrian Kaehler, "Learning OpenCV: Computer Vision with the OpenCV Library".
O'Reilly 2008. Chapter 11: Camera Models and Calibration. Page 384.

For the RANSAC algorithm, there must be something else out there, but you can take a look at the original paper:

M.A. Fischler and R.C. Bolles, "Random sample concensus: A paradigm for model fitting with applications to image analysis and automated cartography".
Communications of the Association for Computing Machinery 24 (1981):381-395

Hope this helps