Alternative of Pothole Area Measurement Based-on Video using Threshold-based Marking and GLCM
Alternative of Pothole Area Measurement Based-on Video using Threshold-based Marking and GLCM
Author : BARSYAH DWI IDESTIO; TJOKORDA AGUNG BUDI WIRAYUDA Published on : Jurnal Informatika, Sistem Kendali dan Komputer (LIPI- Indonesia)
Abstract
Road as one transport infrastructure has become the lifeblood of the society which has an important role in the development of state and nation. In 2009 there were around 3.800 kilometers of damaged roads in Indonesia, or about 11 percent of the total length of national roads. One obstacle that causes the slow progress of road repairment is the measurement of the pothole area. In this process, calculation of area in each pothole is done. Measurement process nowadays is manually performed by using a conventional tool (such as roll meter) with the help of human entirely. This research objective is to develop the system for detecting and measuring pothole area, by implementing the threshold-base marking and GLCM method in asphalt surface video. The system consists of two stages starting with candidate pothole detection using threshold-based marking then continued by classification process based on feature vector obtained through the GLCM. The results show that the accuracy rate of 91.67% system with a time of 0.08 seconds to process each frame.
