Automatic Segmentation And Detection Of Mass In Digital Mammograms

MAT ISA, NOR ASHIDI and TING, SHYUE SIONG Automatic Segmentation And Detection Of Mass In Digital Mammograms. In: 11th International Conference on Signal Processing (SIP’12), 02 – 04 April 2012, St. Malo, Perancis . (Submitted)

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    Abstract

    This paper presents an automated system for mass segmentation and detection in mammograms. Initially, breast segmentation is applied to separate the breast and non-breast area. Then, image enhancement is employed to improve the contrast of the tissues structure in mammograms. Finally, constraint region growing based on local statistical texture analysis is applied to detect and segment out the mass from the mammograms.

    Item Type: Conference or Workshop Item (Paper)
    Subjects: T Technology > TK Electrical Engineering. Electronics. Nuclear Engineering > TK1-9971 Electrical engineering. Electronics. Nuclear engineering
    Divisions: Kampus Kejuruteraan (Engineering Campus) > Pusat Pengajian Kejuruteraaan Elektrik & Elektronik (School of Electrical & Electronic Engineering)
    Depositing User: Mr. HR
    Date Deposited: 08 Aug 2012 13:13
    Last Modified: 13 Jul 2013 18:11
    URI: http://eprints.usm.my/id/eprint/25875

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