On the Interaction between Object Recognition and Colour Constancy
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F03%3A03091318" target="_blank" >RIV/68407700:21230/03:03091318 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
On the Interaction between Object Recognition and Colour Constancy
Original language 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 invariantrepresentation 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 thatsuccessful object recognition allows for "colour constancy by recognition" - an approach where the global photometric transformation is estimated from locally corresponding image patches.
Czech name
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Czech description
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Classification
Type
A - Audiovisual production
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LN00B096" target="_blank" >LN00B096: Center for Applied Cybernetics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2003
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
ISBN
0-7695-1950-4
Place of publication
Los Alamitos
Publisher/client name
Not available
Version
Neuveden
Carrier ID
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