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New pipeline uses infrastructure guidance for enhanced road crack detection

Researchers have developed a novel pipeline for detecting and estimating road cracks using an infrastructure-guided, communication-enhanced approach. This system transmits regions of interest from infrastructure to vehicles, where image processing and a trained crack detection model are applied. The pipeline has been demonstrated on an experimental vehicle platform, showing effective detection capabilities. AI

Summary written by gemini-2.5-flash-lite from 2 sources. How we write summaries →

IMPACT Introduces a new method for road infrastructure monitoring using AI-powered image analysis.

RANK_REASON This is a research paper detailing a new method for road crack detection.

Read on arXiv cs.CV →

COVERAGE [2]

  1. arXiv cs.CV TIER_1 · Haosong Xiao, Yamini Ramesh, Rishabh Shukla, Swarat Sarkar, Chaozhe R. He ·

    Infrastructure-Guided Connectivity-Enhanced Road Crack Detection and Estimation

    arXiv:2604.24616v1 Announce Type: new Abstract: In this paper, we report the world's first infrastructure-guided communication-enhanced road crack detection pipeline that is effective and implementable on passenger vehicles. We first design a customized communication protocol to …

  2. arXiv cs.CV TIER_1 · Chaozhe R. He ·

    Infrastructure-Guided Connectivity-Enhanced Road Crack Detection and Estimation

    In this paper, we report the world's first infrastructure-guided communication-enhanced road crack detection pipeline that is effective and implementable on passenger vehicles. We first design a customized communication protocol to transmit the region of interest from the infrast…