MODS: Fast and robust method for two-view matching on ShortScience.org

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MODS: Fast and robust method for two-view matching
Mishkin, Dmytro and Matas, Jiri and Perdoch, Michal
Computer Vision and Image Understanding - 2015 via Local Bibsonomy
Keywords: dblp

Summaries/Notes 1

[link] Summary by Dmytro Mishkin 8 years ago

For robust wide baseline matching:

1) Use combination of MSER and Hessian-Affine with RootSIFT as a descriptor

2) Do iteratively increasing affine view synthesis  - from sparse to dense

So you can match both fast for easy pairs and reliably for extreme (80 degrees of view point difference) pairs of same view of the object. Works for non-planar objects as well, much better than ASIFT.

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