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Open access Aug 2026

A real- time spatial occupancy based framework for predicting green signal time

A real-time, spatial occupancy–driven framework for adaptive green signal prediction built upon a novel hybrid two-stream detection architecture integrated with a visibility-aware fusion mechanism, offering the research community a benchmark framework for integrating perception-aware learning into traffic management, s...

Nikhil Nigam, Sumit Kumar Gupta, Dhirendra Pratap Singh et al. · 0 citations

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