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14 February 2020 Combined infrared simulation and pix2pix model for underground target detection
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Proceedings Volume 11429, MIPPR 2019: Automatic Target Recognition and Navigation; 114290M (2020) https://doi.org/10.1117/12.2538212
Event: Eleventh International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2019), 2019, Wuhan, China
Abstract
Detecting underground target is important for national defense and security. Using the temperature field simulation, we can obtain the simulation model of the underground target. The data pattern of simulation is different from the data pattern of infrared remote sensing (RS), but the two patterns have a mapping relationship. We transform the data pattern of simulation to the data pattern of infrared RS, and then compare the transformed simulation data with the actual acquired infrared RS data to find the difference, so as to detect the underground target. Most of mappings of simulation data and infrared RS data have no sufficient robustness, and the mapping function is susceptible to external environmental factors. Using pix2pix model, a mapping approach is proposed to transform the simulation data to the infrared RS data. To evaluate this method, we take Deshengkou area of Beijing for experiment. Experiment shows that this mapping method has better robustness and adaptability.
© (2020) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Yifan Wu, Zhengtao Li, Xin Qu, and Tianxu Zhang "Combined infrared simulation and pix2pix model for underground target detection", Proc. SPIE 11429, MIPPR 2019: Automatic Target Recognition and Navigation, 114290M (14 February 2020); https://doi.org/10.1117/12.2538212
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