About: Robust focal length estimation by voting in multiview scene reconstruction

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About: Robust focal length estimation by voting in multiview scene reconstruction Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We propose a new robust focal length estimation method in multi-view structure from motion from unordered data sets, e.g. downloaded from the Flickr database, where jpeg-exif headers are often incorrect or missing. The method is based on a combination of RANSAC with weighted kernel voting and can use any algorithm for estimating epipolar geometry and unknown focal lengths. We demonstrate by experiments with synthetic and real data that the method produces reliable focal length estimates which are better than estimates obtained using RANSAC or kernel voting alone and which are in most real situations very close to the ground truth. An important feature of this method is the ability to detect image pairs close to critical configurations or the cases when the focal length can't be reliably estimated. We propose a new robust focal length estimation method in multi-view structure from motion from unordered data sets, e.g. downloaded from the Flickr database, where jpeg-exif headers are often incorrect or missing. The method is based on a combination of RANSAC with weighted kernel voting and can use any algorithm for estimating epipolar geometry and unknown focal lengths. We demonstrate by experiments with synthetic and real data that the method produces reliable focal length estimates which are better than estimates obtained using RANSAC or kernel voting alone and which are in most real situations very close to the ground truth. An important feature of this method is the ability to detect image pairs close to critical configurations or the cases when the focal length can't be reliably estimated. (en)
Title	Robust focal length estimation by voting in multiview scene reconstruction Robust focal length estimation by voting in multiview scene reconstruction (en)
skos:prefLabel	Robust focal length estimation by voting in multiview scene reconstruction Robust focal length estimation by voting in multiview scene reconstruction (en)
skos:notation	RIV/68407700:21230/10:00175492!RIV11-MSM-21230___
http://linked.open...avai/riv/aktivita	P R Z
http://linked.open...avai/riv/aktivity	P(7E09062), R, Z(MSM6840770038)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Kúkelová, Zuzana Bujňák, Martin Pajdla, Tomáš
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	285573
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/10:00175492
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	focal length; epipolar geometry; 3D reconstruction (en)
http://linked.open.../riv/klicoveSlovo	epipolar geometry 3D reconstruction focal length
http://linked.open...ontrolniKodProRIV	[95C5323F18B9]
http://linked.open...v/mistoKonaniAkce	Xian
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...i/riv/nazevZdroje	ACCV 2009: Proceedings of the 9th Asian Conference on Computer Vision, Part I
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Planetary Robotics Vision Ground Processing
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Bujňák, Martin Kúkelová, Zuzana Pajdla, Tomáš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000279642500002
http://linked.open.../riv/zahajeniAkce	2009-09-23 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Decision Making and Control for Manufacturing III
issn	0302-9743
number of pages	12 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-12306-1
http://localhost/t...ganizacniJednotka	21230

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