DocumentCode
2035425
Title
Extraction method of glandular areas in prostate biopsy image
Author
Toki, Yoshiteru ; Tanaka, Toshiyuki
Author_Institution
Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
fYear
2011
fDate
13-18 Sept. 2011
Firstpage
1995
Lastpage
1998
Abstract
Number of prostate cancer patients is increasing. So system of supporting diagnosis is needed by pathologists. Biopsy images stained by HE staining, but the state depends on pathologist, individual condition, and environments. In this study, we try to robust image segmentation method to divide glandular into components. Our proposed method is to use fixed color range for background, Otsu method with Laplacian histosgram for nuclei, and not only color information but also texture features for interstitium and cytoplasm.
Keywords
cancer; feature extraction; image colour analysis; image segmentation; image texture; medical image processing; patient diagnosis; HE staining; Laplacian histosgram; Otsu method; color range; cytoplasm; diagnosis support; glandular areas extraction method; interstitium; pathologists; prostate biopsy image; prostate cancer patients; robust image segmentation; texture features; Biopsy; Colored noise; Feature extraction; Histograms; Image color analysis; Image edge detection; Laplace equations; Image segmentation; texture analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2011 Proceedings of
Conference_Location
Tokyo
ISSN
pending
Print_ISBN
978-1-4577-0714-8
Type
conf
Filename
6060296
Link To Document