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Statements

Subject Item
n2:RIV%2F68407700%3A21230%2F03%3A03091318%21RIV%2F2004%2FMSM%2F212304%2FN
rdf:type
skos:Concept n16:Vysledek
dcterms:description
In this paper we investigate some aspects of the interaction between colour constancy and object recognition. We demonstrate that even under severe changes of illumination, many objects are reliably recognised if relying only on geometry and on invariant representation of local colour appearance. We feel that colour constancy as a prePROCESSING step of an object recognition algorithm is important only in cases when colour is major (or the only available) clue for object discrimination. We also show that successful object recognition allows for %22colour constancy by recognition%22 - an approach where the global photometric transformation is estimated from locally corresponding image patches. In this paper we investigate some aspects of the interaction between colour constancy and object recognition. We demonstrate that even under severe changes of illumination, many objects are reliably recognised if relying only on geometry and on invariant representation of local colour appearance. We feel that colour constancy as a prePROCESSING step of an object recognition algorithm is important only in cases when colour is major (or the only available) clue for object discrimination. We also show that successful object recognition allows for %22colour constancy by recognition%22 - an approach where the global photometric transformation is estimated from locally corresponding image patches.
dcterms:title
On the Interaction between Object Recognition and Colour Constancy On the Interaction between Object Recognition and Colour Constancy
skos:prefLabel
On the Interaction between Object Recognition and Colour Constancy On the Interaction between Object Recognition and Colour Constancy
skos:notation
RIV/68407700:21230/03:03091318!RIV/2004/MSM/212304/N
n4:aktivita
n19:P
n4:aktivity
P(LN00B096)
n4:dodaniDat
n18:2004
n4:domaciTvurceVysledku
n5:2734621 n5:1711326 n5:7004818
n4:druhVysledku
n12:A
n4:duvernostUdaju
n9:S
n4:entitaPredkladatele
n10:predkladatel
n4:idSjednocenehoVysledku
619465
n4:idVysledku
RIV/68407700:21230/03:03091318
n4:jazykVysledku
n7:eng
n4:klicovaSlova
Not available
n4:klicoveSlovo
n17:Not%20available
n4:kodPristupu
n13:L
n4:kontrolniKodProRIV
[5E30C2A062CD]
n4:mistoVydani
Los Alamitos
n4:objednatelVyzkumneZpravy
Not available
n4:obor
n11:JD
n4:pocetDomacichTvurcuVysledku
3
n4:pocetTvurcuVysledku
3
n4:projekt
n14:LN00B096
n4:rokUplatneniVysledku
n18:2003
n4:tvurceVysledku
Matas, Jiří Chum, Ondřej Obdržálek, Štěpán
n4:verzeVyzkumneZpravy
Neuveden
n6:isbn
0-7695-1950-4
n15:organizacniJednotka
21230