Early diagnosis of breast cancer using contrast limited adaptive histogram equalization (CLAHE) and Morphology methods

Nabin Kharel, Abeer Alsadoon, P. W.C. Prasad, A. Elchouemi

Research output: Book chapter/Published conference paperConference paperpeer-review

12 Citations (Scopus)

Abstract

The main aim of this paper is to enhance using hybrid solution for early diagnosis of breast cancer using mammogram images. For the CAD system for any image processing system follows mainly four steps that is image pre processing, segmentation, features extraction and classification and evaluation. For this research purpose follows the same structure using best possible methods in each stage found in literature review and proposed solution. From the experiment hybrid image enhancement method using CLAHE and Morphology method helps to enhance image for further computation in CAD system to early diagnosis of breast cancer using mammogram images while maintaining processing time as previous best solution. From the study depict that the purposed solution can help to enhance mammogram images for the further processing for segmentation, feature extraction and classification. However, further testing and implementation of proper classification method needed for before clinical use.
Original languageEnglish
Title of host publicationProceedings of the 2017 8th International Conference on Information and Communication Systems (ICICS)
Place of PublicationUnited States
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages120-124
Number of pages5
ISBN (Electronic)9781509042432
DOIs
Publication statusPublished - 11 May 2017
Event8th International Conference on Information and Communication Systems: ICICS 2017 - Jordan University of Science and Technology , Irbid, Jordan
Duration: 04 Apr 201706 Apr 2017
http://www.icics.info/icics2017/ (Conference website)
https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7914820 (Conference proceedings)

Conference

Conference8th International Conference on Information and Communication Systems
CountryJordan
CityIrbid
Period04/04/1706/04/17
Other The International Conference on Information and Communication Systems (ICICS 2017) is a forum for scientists, engineers, and practitioners to present their latest research results, ideas, developments, and applications in all areas of Computer and Information Sciences. The topics that will be covered in the ICICS 2017 include, but are not limited to: Artificial Intelligence, Mobile Computing, Networking, Information Security and Cryptography, Intrusion Detection and Computer Forensics, Web Content Mining, Bioinformatics and IT Applications, Database Technology, Systems Integration, Information Systems Analysis and Specification, Communications, and Human-Computer Interaction.
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