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Author

Avnish Panwar

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2 papers indexed here

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Aug 2026

A Comprehensive Single-Camera Deep Learning Framework for Detecting Cracks and Potholes, Classifying Severity, and Quantifying Pothole Dimensions

Road distresses, such as potholes and multiple forms of cracking, significantly affect road safety, vehicle performance, and infrastructure quality. This study proposes a cost-effective and scalable framework leveraging monocular cameras and advanced computer vision models for detecting, classifying, and quantifying bo...

Kaliprasana Muduli, Avnish Panwar, Indrajit Ghosh · 0 citations
Conference Jul 2026

Enhancing Road Safety Through Real-Time Unsupervised Anomaly Detection in Crash Barriers

Real-time detection of damage in roadside crash barriers is vital for maintaining highway safety and enabling data-driven infrastructure management. Manual inspection methods are labor-intensive and impractical over long highway stretches. This paper presents a real-time unsupervised anomaly-detection framework based o...

D. Varshney, Avnish Panwar, Indrajit Ghosh · 0 citations

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