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Author

Chokkakula Devi

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2 papers indexed here

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Open access Oct 2026

Traffic surveillance video-based a unified road accident detection, classification, and vehicle tracking framework using an optimized spatio-temporal attention mechanism

In recent days, vehicular accident detection has materialized because of the unique and intriguing application potential in the evolution of Intelligent Transportation Systems (ITS). To monitor and respond to the event of a fatal accident, real-world traffic surveillance footage requires continuous analysis. In this re...

Chokkakula Devi, G. S · 0 citations
Sep 2026

Automatic Detection of Road Accidents from Surveillance Videos Using Spatial Temporal Vision Transformer with Adaptive EfficientNetB7

Global data elucidate that a significant number of violent deaths are caused by unexpected accidents. Automatic accident detection, particularly through video analysis and paves more attention in the past few years. It is crucial for both traffic control and Intelligent Transportation Systems (ITS) since it prevents ac...

Chokkakula Devi, S. Gowri · 0 citations

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