Multiple-Kernel Local-Patch Descriptor

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F17%3A00312614" target="_blank" >RIV/68407700:21230/17:00312614 - isvavai.cz</a>

Result on the web

<a href="http://cmp.felk.cvut.cz/~chum/papers/Mukundan-BMVC17.pdf" target="_blank" >http://cmp.felk.cvut.cz/~chum/papers/Mukundan-BMVC17.pdf</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5244/C.31.184" target="_blank" >10.5244/C.31.184</a>

Result language

angličtina

Original language name

Multiple-Kernel Local-Patch Descriptor

Original language description

We propose a multiple-kernel local-patch descriptor based on efficient match kernels of patch gradients. It combines two parametrizations of gradient position and direction, each parametrization provides robustness to a different type of patch miss-registration: polar parametrization for noise in the patch dominant orientation detection, Cartesian for imprecise location of the feature point. Even though handcrafted, the proposed method consistently outperforms the state-of-the-art methods on two local patch benchmarks.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LL1303" target="_blank" >LL1303: Large Scale Category Retrieval</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

28th British Machine Vision Conference 2017 Proceedings

ISBN

978-1-901725-60-5

ISSN

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e-ISSN

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Number of pages

11

Pages from-to

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Publisher name

British Machine Vision Association

Place of publication

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Event location

London

Event date

Sep 4, 2017

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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