Pectoral muscle detection in mammograms based on polar coordinates and the shortest path

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2010

Autores

Jaime S Cardoso (Autor) FEUP; Inês Domingues (Autor) FEUP; Amaral, I (Autor) Outra; Moreira, I (Autor) Outra; Passarinho, P (Autor) Outra; Comba, JS (Autor) Outra; Ricardo Cruz Correia (Autor) FMUP; Maria João Cardoso (Autor) FMUP

Ata de Conferência Internacional

Título: 2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

Páginas: 4781-4784

32nd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBC 10)

Buenos Aires, ARGENTINA, AUG 30-SEP 04, 2010

Indexação

ISI Web of Knowledge - 10 Citações

Scopus - 1 Citação

Outras Informações

ID Authenticus: P-003-D7Z

DOI: 10.1109/iembs.2010.5626634

Abstract (EN): The automatic detection and segmentation of the pectoral muscle in the medio-lateral oblique view of mammograms is essential for further analysis of breast anormalies. However, it is still a very difficult task since the sizes, shapes and intensity contrasts of pectoral muscles change greatly from image to image. In this paper, an algorithm based on the shortest path on a graph is proposed to automatically detect the pectoral muscle contour. To overcome the difficulties of searching for the path between a lateral and the top margins of the image, this is first transformed, using polar coordinates. In the transformed image, the muscle boundary in amongst the shortest paths between the top and the bottom rows. A comprehensive comparison with manually-drawn contours reveals the strength of the proposed method.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 4