Colour Texture Representation Based on Multivariate Bernoulli Mixtures

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F10%3A00343253" target="_blank" >RIV/67985556:_____/10:00343253 - isvavai.cz</a>
Alternative codes found
RIV/61384399:31160/10:00036191
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Colour Texture Representation Based on Multivariate Bernoulli Mixtures
Original language description
A novel generative colour texture model based on multivariate Bernoulli mixtures is proposed. A measured multispectral texture is spectrally factorised and multivariate Bernoulli mixtures are further learned from single bit planes of the orthogonal monospectral components and used to synthesise and enlarge these monospectral binary factor components. Texture synthesis is based on easy computation of arbitrary conditional distributions from the model. Finally single synthesised monospectral texture bit planes are transformed into the required synthetic multispectral texture. This model can easily serve not only for texture enlargement but also for segmentation, restoration, and retrieval or to model single factors in complex Bidirectional Texture Function (BTF) space models. The strengths and weaknesses of the presented Bernoulli mixture based approach are demonstrated on several colour texture examples.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
10th International Conference on Information Sciences, Signal Processing and their Applications
ISBN
978-1-4244-7166-9
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
IEEE
Place of publication
Los Alamitos
Event location
Kuala Lumpur
Event date
May 10, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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