The Gibbs fields approach and related dynamics in image processing
We give in the paper a brief overview of how the Gibbs fields and related dynamics approaches are applied in image processing. We discuss classical pixel-wise models as well as more recent spatial point process models in the framework of the Gibbs fields approach. We present a new multi-object ada...
Збережено в:
| Видавець: | Інститут фізики конденсованих систем НАН України |
|---|---|
| Дата: | 2008 |
| Автори: | , |
| Формат: | Стаття |
| Мова: | English |
| Опубліковано: |
Інститут фізики конденсованих систем НАН України
2008
|
| Назва видання: | Condensed Matter Physics |
| Онлайн доступ: | http://dspace.nbuv.gov.ua/handle/123456789/119143 |
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| Цитувати: | The Gibbs fields approach and related dynamics in image processing / X. Descombes, E. Zhizhina // Condensed Matter Physics. — 2008. — Т. 11, № 2(54). — С. 293-312. — Бібліогр.: 44 назв. — англ. |
Репозиторії
Digital Library of Periodicals of National Academy of Sciences of Ukraine| id |
irk-123456789-119143 |
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dspace |
| spelling |
irk-123456789-1191432017-06-05T03:03:56Z The Gibbs fields approach and related dynamics in image processing Descombes, X. Zhizhina, E. We give in the paper a brief overview of how the Gibbs fields and related dynamics approaches are applied in image processing. We discuss classical pixel-wise models as well as more recent spatial point process models in the framework of the Gibbs fields approach. We present a new multi-object adapted algorithm for object detection based on a spatial birth-and-death process and a discrete time approximation of this process. Стаття мiстить стислий огляд застосувань полiв Гiббса i вiдповiдних динамiк в теорiї розпiзнавання образiв. Обговорюється як класична пiксельна модель так i новiтнi просторовi точковi моделi в термiнах теорiї полiв Гiббса. Запропоновано новий мультиоб’єктний адаптивний алгоритм для визначення об’єктiв, що базується на процесi народження i знищення та його апроксимацiї. 2008 Article The Gibbs fields approach and related dynamics in image processing / X. Descombes, E. Zhizhina // Condensed Matter Physics. — 2008. — Т. 11, № 2(54). — С. 293-312. — Бібліогр.: 44 назв. — англ. 1607-324X PACS: 05.20.Gg, 02.50.Ey, 05.10.-a, 05.90.tm DOI:10.5488/CMP.11.2.293 http://dspace.nbuv.gov.ua/handle/123456789/119143 en Condensed Matter Physics Інститут фізики конденсованих систем НАН України |
| institution |
Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| collection |
DSpace DC |
| language |
English |
| description |
We give in the paper a brief overview of how the Gibbs fields and related dynamics approaches are applied
in image processing. We discuss classical pixel-wise models as well as more recent spatial point process
models in the framework of the Gibbs fields approach. We present a new multi-object adapted algorithm for
object detection based on a spatial birth-and-death process and a discrete time approximation of this process. |
| format |
Article |
| author |
Descombes, X. Zhizhina, E. |
| spellingShingle |
Descombes, X. Zhizhina, E. The Gibbs fields approach and related dynamics in image processing Condensed Matter Physics |
| author_facet |
Descombes, X. Zhizhina, E. |
| author_sort |
Descombes, X. |
| title |
The Gibbs fields approach and related dynamics in image processing |
| title_short |
The Gibbs fields approach and related dynamics in image processing |
| title_full |
The Gibbs fields approach and related dynamics in image processing |
| title_fullStr |
The Gibbs fields approach and related dynamics in image processing |
| title_full_unstemmed |
The Gibbs fields approach and related dynamics in image processing |
| title_sort |
gibbs fields approach and related dynamics in image processing |
| publisher |
Інститут фізики конденсованих систем НАН України |
| publishDate |
2008 |
| url |
http://dspace.nbuv.gov.ua/handle/123456789/119143 |
| citation_txt |
The Gibbs fields approach and related dynamics in image processing / X. Descombes, E. Zhizhina // Condensed Matter Physics. — 2008. — Т. 11, № 2(54). — С. 293-312. — Бібліогр.: 44 назв. — англ. |
| series |
Condensed Matter Physics |
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2023-10-18T20:33:51Z |
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