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Conference Sep 2026

A GPR B-scan image generation algorithm based on WGAN-GP architecture

In construction projects such as subways and tunnels, collapses may occur, trapping workers underground. Thus, perceiving the structural features of buried spaces after a disaster becomes a primary challenge for efficient rescue operations. Ultra Wideband Impulse Ground-Penetrating Radar offers long detection range, bu...

Shi-Hang Yu, Dan-Tong Ouyang, Fei-Yu Tian et al. · 0 citations
#machine learning Preprint Sep 2026

PCFlow: Physics-Conditioned Flow Matching for GPR B-Scan Image Synthesis

Ground-penetrating radar (GPR) B-scan image synthesis is important for data augmentation, algorithm validation, and simulation acceleration, yet generating radargrams with both visual realism and physical consistency remains challenging. Existing learning-based generative models often emphasize visual appearance but pr...

Zhi-Jie Shen, Chen-Chen Fu, Xuan-Hao Chang et al. · 0 citations

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