Author

Prasad B. Honnavalli

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Open access Sep 2026

Trained Still Wins: Narrowing the Gap to Zero-Shot Video Anomaly Detection

Video anomaly detection has two very different answers to the question of how a detector should acquire its notion of “normal” for a given camera: adapt its parameters to hours of normal footage recorded by that exact camera, or perform no target-scene adaptation at all and rely on frozen, heavily pretrained backbones—...

P. Kanwal, Shylaja S. S., Prasad B. Honnavalli · Electronics · 0 citations

Review Open access 2026

Digital Twins for Visual Inspection of Large Structures: A Systematic Review

There is an increasing demand for reliable and automated visual inspection methods for large civil and industrial structures such as bridges, dams and transportation infrastructure. Traditional visual inspection methods for large structures are struggling with accessibility, scale, and data consistency. Digital twins (...

Geetha Das, Prasad B. Honnavalli, Adithya Balasubramanyam · IEEE Access · 1 citation