TECHSI - Jurnal Teknik Informatika
Vol 8, No 1 (2016)

Implementasi Algoritma Region Growing untuk Segmentasi Retakan Bidang Batuan

Mulkal Mulkal (Program Studi Teknik Pertambangan, Universitas Syiah Kuala)



Article Info

Publish Date
21 Mar 2019

Abstract

Crack is a factor that caused rock discontinuity. Rock discontinuity is an important input variable in slope stability analysis in open pit mining area. Slope stability analysis should be conducted periodically to prevent landslide which can cause damages and fatalities. The data acquisition of rock discontinuity commonly is taking place directly in the field on the slope to be analyzed, which is time consuming and expensive. The objective of this research is to review the image processing application to identify rock discontinuity in particular rock crack. The image processing approach which is applied in this research is segmentation using region growing algorithm. This algorithm was chosen because of its flexibility to reduce noise with tuning the criteria of threshold value. The algorithm was implemented in C++ programming language. 35 image samples were tested to rate the segmentation result. The result shows that this algorithm was quite successful to detect rock cracks. Furthermore the result can be optimized with increase the threshold value to minimize the isolated pixel which is noise.

Copyrights © 2019






Journal Info

Abbrev

techsi

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Education Other

Description

Focus and Scope The fields covered in the scope of TECHSI include: Artificial Intelligence Computer Graphics and Animation Image Processing Cryptography Computer Network Security Modelling and Simulation Information Retrieval Information Filtering Multimedia Bioinformatics and Telemedicine Computer ...