WxBS: Wide Baseline Stereo Generalizations on ShortScience.org

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WxBS: Wide Baseline Stereo Generalizations
Dmytro Mishkin and Jiri Matas and Michal Perdoch and Karel Lenc
Procedings of the British Machine Vision Conference 2015 - 2015 via Local CrossRef
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Summaries/Notes 1

[link] Summary by Dmytro Mishkin 8 years ago

- SIFT family is still the best local descriptor, outperforms novel CNN [SiamNet2015] approaches.
- (adaptive) Hessian-Affine is the best detector with broad applicability (not beaten yet)
- Affine view synthesis greatly helps for non-geometrical problems.
- Datasets and WxBS-Matcher available http://cmp.felk.cvut.cz/wbs/
-  We need more diverse datasets for learning local descriptors than Yosemite and Libert

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