Satellite Image Edge Detection for Population Distribution Pattern Identification using Levelset with Morphological Filtering Process. (March 2017)

• Record Type: Journal Article
• Authors: Harsiti, ; Munandar, T A; Suhendar, A; Abdullah, A G; Rohendi, D
• Is Part Of: IOP conference series. Volume 180(2017)
• Publication Date: 2017-03
• Subjects: Materials science -- Periodicals; 620.1105
• DOI: 10.1088/1757-899X/180/1/012064
• Languages: English
• ISSNs: 1757-8981

Abstract

Abstract: Population distribution pattern is directly related with economic gap of a region. Analysis of population distribution pattern is usually performed by studying statistical data on population. This study aimed to analyze population distribution pattern using image analysis concept, i.e. using satellite images. Levelset and morphological image filtering methods were used to analyze images to see distribution pattern. The research result showed that Levelset and morphological image filtering could remove a lot of noises in analysis result images and form object edge contours very clearly. The detected object contours were used as references to recognize population distribution pattern based on satellite image analysis. The pattern made based on the research result didn't show optimal result because Levelset performed image segmentation based on the contours of the analyzed objects. Other segmentation methods should be combined with it to produce clearer population distribution pattern.