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ITS » Paper and Presentation » Teknik Informatika Posted by dv@its.ac.id at 28/04/2016 09:45:44 • 1097 Views
IMPLEMENTATION OF STRUCTURAL
PERFORMANCE EVALUATION OF CURVILINEAR
STRUCTURE DETECTION ALGORITHMS
IMPLEMENTASI EVALUASI PERFORMA
STRUKTURAL ALGORITMA DETEKSI STRUKTUR
GARIS LENGKUNG
Author : SAYFULLOOH, MUJAAHIDAH AS ( 5108100703 )
ABSTRAK
Struktur garis lengkung adalah fitur yang berguna dalam berbagai aplikasi terutama dalam analisis citra medis. Metode evaluasi performa algoritma deteksi struktur garis lengkung
sangat dibutuhkan untuk mengukur akurasi dari hasil deteksi garis lengkung. Dalam Tugas Akhir ini dibangun sistem pengukur performa algoritma deteksi struktur garis lengkung dengan metode evaluasi performa struktural pada kasus segmentasi
pembuluh darah retina. Metode evaluasi performa struktural
adalah metode evaluasi berdasarkan perbandingan struktur dari
hasil deteksi garis lengkung dengan ground truth melalui proses
point matching.
Metode ini terdiri dari lima proses yaitu melakukan
ekstraksi struktur dengan skeletonisasi pemilihan kandidat match
berdasarkan jarak Euclidean dan selisih lebar struktur
penghitungan cost dari kandidat match penghitungan optimal
structural matching dan pengukuran kualitas deteksi yang
menghasilkan dua aspek performa yaitu nilai akurasi dan akurasi
deteksi. Metode ini berhasil mengukur performa algoritma
dengan baik dan menghasilkan informasi karakteristik dari
struktur garis lengkung yang dideteksi.
ABSTRACT
Curvilinear structures are useful features in a variety of
applications particularly in medical image analysis.
Performance evaluation method of curvilinear structure detection
algorithms is needed to measure accuration of curvilinear
detection result. In this final project is built a system to measure
performance of curvilinear structure detection algorithms with
structural performance evaluation method in case retinal vessel
segmentation. Structural performance evaluation method is
evaluation method based on structure comparison of
segmentation result and ground truth by a point matching
process.
This method consists of five processes those are structure
extraction by skeletonization selecting match candidates based
on Euclidean distance and different width of structure computing
cost of match candidates computing optimal structural matching
and quality measures of detection which produces two aspects of
performace accuration rate and detection accuration. Method is
succeed to measure performance of algorithm and produce
characterization information of curvilinear structure which
detected.
Keywords:
Evaluasi performa; image matching; segmentasi struktur lengkung; skeletonisasi
Subject
: Image processing--digital techniques computer
Contributor
Anny Yuniarti, S.Kom., M.Comp.Sc.
Dr. Agus Zainal Arifin, S.Kom., M.Kom.
Date Create
: 28/04/2016
Type
: Text
Format
: pdf
Language
: Indonesian
Identifier
: ITS-paper-51121160008923
Collection ID
: 51121160008923
Call Number
: RSIf 621.367 Say i
Source Paper and presentation, Informatics, RSIf 621.367 Say i , 2014
Coverage ITS Community
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