ATMS software: Fuzzy Hough Transform in a hybrid algorithm for counting the overlapped etched tracks and orientation recognition

被引:8
作者
Khayat, O. [1 ]
Ghergherehchi, M. [1 ]
Afarideh, H. [1 ]
Durrani, S. A. [2 ]
Pouyan, Ali A. [3 ]
Kim, Y. S. [4 ]
机构
[1] Amirkabir Univ Technol, Nucl Engn & Phys Dept, Tehran, Iran
[2] Univ Birmingham, Sch Phys & Astron, Birmingham, W Midlands, England
[3] Shahrood Univ Technol, Dept Comp Engn, Shahrood, Iran
[4] Korea Univ Technol & Educ, Sch Comp & Sci Engn, Cheonan, Chungman, South Korea
关键词
ATMS code; Fuzzy Hough Transform; Nuclear track detectors; Optical microscope; Digital camera; Track measurement; SYSTEM;
D O I
10.1016/j.radmeas.2012.04.022
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
A computer program named ATMS written in MATLAB and running with a friendly interface has been developed for recognition and parametric measurements of etched tracks in images captured from the surface of Solid State Nuclear Track Detectors. The program, using image analysis tools, counts the number of etched tracks and depending on the current working mode classifies them according to their radii (small object removal) or their axis (non-perpendicular or non-circular etched tracks), their mean intensity value and their orientation through the minor and major axes. Images of the detectors' surfaces are input to the code, which generates text and figure files as output, including the number of counted etched tracks with the associated track parameters, histograms and a figure showing edge and center of detected etched tracks. ATMS code is running hierarchically as calibration, testing and measurement modes to demonstrate the reliability, repeatability and adaptability. Fuzzy Hough Transform is used for the estimation of the number of etched tracks and their parameters, providing results even in cases that overlapping and orientation occur. ATMS code is finally converted to a standalone file which makes it able to run out of MATLAB environment. (c) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:249 / 252
页数:4
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