Title :
Fast and efficient detection of buried object for GPR image
Author :
Chomdee, Pongsathorn ; Boonpoonga, Akkarat ; Prayote, Akara
Author_Institution :
Dept. of Electr. & Comput. Eng., King Mongkut´s Univ. of Technol. North Bangkok, Bangkok, Thailand
Abstract :
The detection and identification of buried objects in GPR images generally involve curve fitting or pattern recognition techniques, which require high computational power and long processing time, e.g., 42 minutes per image. So far, real time detection, which requires fast processing speed, has never been achieved. This paper presents a fast and efficient technique for the detection of buried landmines in the Southern Region of Thailand. The experiment set up consists of five types of soil in the areas with varying numbers and positions of landmines. The detection ratio is high with processing time in the range of 44-240 seconds. To the best of our knowledge, this can be considered as one of the fastest detection technique.
Keywords :
curve fitting; ground penetrating radar; landmine detection; radar imaging; real-time systems; GPR images; buried landmine detection; buried object detection; computational power; curve fitting; detection ratio; ground penetrating radar; pattern recognition techniques; processing speed; processing time; real time detection; time 44 s to 240 s; Accuracy; Antennas and propagation; Curve fitting; Ground penetrating radar; Landmine detection; Surface treatment; Ground Penetrating Radar; Image Processing; Landmine; Region Analysis;
Conference_Titel :
Communications (APCC), 2014 Asia-Pacific Conference on
DOI :
10.1109/APCC.2014.7092835