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Statements

Subject Item
n2:RIV%2F68407700%3A21230%2F03%3A03091270%21RIV%2F2004%2FGA0%2F212304%2FN
rdf:type
skos:Concept n11:Vysledek
dcterms:description
The knowledge of stereo matching algorithm properties and behaviour under varying conditions is crucial for the selection of a proper method for the desired application. In this paper we study the behaviour of four representative matching algorithms under varying signal-to-noise ratio in six types of error statistics. The errors are focused on basic matching failure mechanisms and their definition observes the principles of independence, symmetry and completeness. A ground truth experiment shows that the best choice for view prediction is the Graph Cuts algorithm and for structure reconstruction it is the Confidently Stable Matching. The knowledge of stereo matching algorithm properties and behaviour under varying conditions is crucial for the selection of a proper method for the desired application. In this paper we study the behaviour of four representative matching algorithms under varying signal-to-noise ratio in six types of error statistics. The errors are focused on basic matching failure mechanisms and their definition observes the principles of independence, symmetry and completeness. A ground truth experiment shows that the best choice for view prediction is the Graph Cuts algorithm and for structure reconstruction it is the Confidently Stable Matching.
dcterms:title
Dense Stereomatching Algorithm Performance for View Prediction and Structure Reconstruction Dense Stereomatching Algorithm Performance for View Prediction and Structure Reconstruction
skos:prefLabel
Dense Stereomatching Algorithm Performance for View Prediction and Structure Reconstruction Dense Stereomatching Algorithm Performance for View Prediction and Structure Reconstruction
skos:notation
RIV/68407700:21230/03:03091270!RIV/2004/GA0/212304/N
n3:strany
101 ; 107
n3:aktivita
n6:P n6:Z
n3:aktivity
P(GA102/01/1371), Z(MSM 212300013)
n3:dodaniDat
n17:2004
n3:domaciTvurceVysledku
n10:8930112 n10:7610203 n10:9680411
n3:druhVysledku
n15:D
n3:duvernostUdaju
n9:S
n3:entitaPredkladatele
n4:predkladatel
n3:idSjednocenehoVysledku
603065
n3:idVysledku
RIV/68407700:21230/03:03091270
n3:jazykVysledku
n20:eng
n3:klicovaSlova
performance evaluation;stereoscopic vision
n3:klicoveSlovo
n14:stereoscopic%20vision n14:performance%20evaluation
n3:kontrolniKodProRIV
[3CC67E22D8C2]
n3:mistoKonaniAkce
Göteborg
n3:mistoVydani
Berlin
n3:nazevZdroje
SCIA 2003: Proceedings of the 13th Scandinavian Conference on Image Analysis
n3:obor
n16:JD
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
3
n3:projekt
n19:GA102%2F01%2F1371
n3:rokUplatneniVysledku
n17:2003
n3:tvurceVysledku
Kostková, Jana Šára, Radim Čech, Jan
n3:typAkce
n21:WRD
n3:zahajeniAkce
2003-06-29+02:00
n3:zamer
n22:MSM%20212300013
s:numberOfPages
7
n12:hasPublisher
Springer-Verlag
n18:isbn
3-540-40601-8
n13:organizacniJednotka
21230