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Vu-Hoang Tran

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Open access Sep 2026

Sensor-Free Millimeter-Level Water Depth Estimation for Flood-Aware Route Optimization

Urban areas frequently face the compounded challenges of severe traffic congestion and localized flash flooding, rendering traditional navigation systems inadequate. Existing vision-based approaches either address traffic monitoring or flood detection in isolation, and none achieves the millimeter-level physical precis...

C. Nguyen, N. Đoàn, Vu-Hoang Tran · 0 citations

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