Obiekt
Tytuł: Texture segmentation and classification using neural network technology
Współtwórca:
Tadeusiewicz, Ryszard - red. ; Rutkowski, Leszek - red. ; Korbicz, Józef (1951- ) - red.
Podtytuł:
Neural Networks: Theory and Some Applications
Tytuł publikacji grupowej:
Abstract:
Texture is an important characteristic used in the identification of objects and regions in images. Textured regions can be classified as belonging to one of a finite set of categories. This requires the supervised training of a classifier to associate the values of a set of texture features with the appropriate texture categories. Alternatively, an image can be segmented into regions showing the same texture without categorization. ; An unsupervised clustering technique is often used to group the feature vectors for this purpose. Neural networks can be used to achieve both the supervised texture classification as well as the unsupervised segmentation. The paper discusses how the cascade-correlation architecture can be used for both texture classification and segmentation. This supervised neural network architecture is shown to be capable to segment images containing textures not used for training the classifier. The usefulness of several texture representations is also investigated.
Wydawca:
Zielona Góra: Uniwersytet Zielonogórski
Identyfikator zasobu:
Strony:
Źródło:
AMCS, volume 4, number 3 (1994) ; kliknij tutaj, żeby przejść
Jezyk:
Prawa do dysponowania publikacją:
Biblioteka Uniwersytetu Zielonogórskiego
Kolekcje, do których przypisany jest obiekt:
- Repozytorium > Jednostki organizacyjne > Wydział Informatyki, Elektrotechniki i Automatyki
- Repozytorium > Typy utworów > Artykuły
- Repozytorium > Czasopisma naukowe i serie wydawnicze UZ > International Journal of Applied Mathematics and Computer Science (AMCS)
- Repozytorium > Czasopisma naukowe i serie wydawnicze UZ > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1994)
Data ostatniej modyfikacji:
2024-11-05
Data dodania obiektu:
2020-07-28
Liczba wyświetleń treści obiektu:
62
Wszystkie dostępne wersje tego obiektu:
https://zbc.uz.zgora.pl/repozytorium/publication/63934
Wyświetl opis w formacie RDF:
Wyświetl opis w formacie OAI-PMH:
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International Journal of Applied Mathematics and Computer Science (AMCS)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25 (2015)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 24 (2014)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 23 (2013)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 22 (2012)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 21 (2011)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20 (2010)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 19 (2009)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 18 (2008)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 17 (2007)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 16 (2006)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 15 (2005)
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| Nazwa wydania | Data |
|---|---|
| Texture segmentation and classification using neural network technology | 2024-11-05 |
