3:20 PM - 3:40 PM
[4F3-GS-10-05] Data augmentation of ground penetrating radar images by pix2pix and its effect
Keywords:ground penetrating radar, image generation, FDTD method
The our purpose is to develop the AI system to identify whether or not it is a risk factor for underground objects from ground penetrating radar images. So far, we have developed a method to generate a large amount of radar images by the FDTD method and then to train the AI system. However, it is difficult to generate a large amount of radar images because the FDTD method needs huge computer power. In this study, we report a method to generate a large amount of radar images similar to the FDTD method using pix2pix.
Authentication for paper PDF access
A password is required to view paper PDFs. If you are a registered participant, please log on the site from Participant Log In.
You could view the PDF with entering the PDF viewing password bellow.