Classification of ground penetrating radar images using histogram of oriented gradients and support vector mechine

• Main Author: Lee, Kher Li
• Format: Thesis
• Language: English
• Published: 2016
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/60704/1/LeeKherLiMFKE2016.pdf; http://eprints.utm.my/id/eprint/60704/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:93943

Ground Penetrating Radar or generally known as GPR is an important and popular method in subsurface imaging due to its non-destructive nature. GPR data interpretation requires expertise from human operator which is a time consuming and costly task as the data amount can be enormously large. In this...