Title :
Performance analysis of histogram-threshold method for cancer detection
Author :
Koc, Gamze ; Gokdel, Yigit Daghan ; Sarioglu, Baykal
Author_Institution :
Elektrik & Elektron. Muhendisligi Bolumu, Bogazici Univ., İstanbul, Turkey
Abstract :
In this paper, histogram-threshold method developed for cancer detection using miniaturized confocal microscopy system and its related performance analysis are presented. While doing the performance analysis, the receiver operation characteristics are applied in a novel fashion. Additionally, noise performances of different method are investigated. The highest and lowest success rates with 91.67% and 27.08% are acquired using Entropy Method and Mean Method, respectively.
Keywords :
biomedical optical imaging; cancer; high-speed optical techniques; image denoising; medical image processing; optical microscopy; sensitivity analysis; cancer detection; entropy method; histogram-threshold method; mean method; miniaturized confocal microscopy system; noise performances; performance analysis; receiver operation characteristics; Abstracts; Cancer; Cancer detection; Histograms; Micromechanical devices; Performance analysis; Receivers;
Conference_Titel :
Biomedical Engineering Meeting (BIYOMUT), 2014 18th National
Conference_Location :
Istanbul
DOI :
10.1109/BIYOMUT.2014.7026356
