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Podejścia do segmentacji obrazów medycznych oparte na teksturze
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ISBN10: 6209314228
ISBN13: 9786209314223
Publisher: Wydawnictwo Nasza Wiedza
Published: Nov 27 2025
Pages: 116
Weight: 0.36
Height: 0.28 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786209314223
Publisher: Wydawnictwo Nasza Wiedza
Published: Nov 27 2025
Pages: 116
Weight: 0.36
Height: 0.28 Width: 6.00 Depth: 9.00
Language: Polish
W ciągu ostatnich kilku lat nastąpil gwaltowny wzrost popularności diagnostyki medycznej. Jednym z najważniejszych i pierwszych etapów analizy obrazu jest segmentacja. Wyniki segmentacji odgrywają kluczową i decydującą rolę w analizie obrazów, np. w reprezentacji, pomiarze cech, opisie, a nawet w klasyfikacji i interpretacji. W niniejszym badaniu zaproponowano różne innowacyjne metody segmentacji obrazów medycznych. Proponowane metody segmentacji opierają się na koncepcjach wywodzących się z polączenia morfologii, dyskretnej transformacji falkowej (DWT), stacjonarnej transformacji falkowej (SWT), filtrów krawędziowych, progowania i metod opartych na teksturze. Zalety metod morfologicznych to filtrowanie szumów, szkieletyzacja, pogrubianie, znakowanie obiektów, upraszczanie ksztaltów, rozrzedzanie, wypukla powloka, segmentacja obiektów od tla, ilościowy opis obiektów (rzuty, powierzchnia, obwód). W niniejszej książce omówiono kilka metod segmentacji obrazów gruźlicy (TB). Gruźlica jest jedną z przewleklych infekcji bakteryjnych, która powoduje więcej zgonów na calym świecie niż jakakolwiek inna choroba zakaźna.
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