Author

Dhirendra Pratap Singh

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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. · Discover Computing · 0 citations

Open access Aug 2026

Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm

Automatic image captioning aims to acquire the learning of the correlation between the visual and the linguistic cognitive domain through the generation of descriptive captions with respect to input images. But it is affected by the semantic distance between image features and text, and problems in modeling fine-grai...

Madhvi Patel, Dhirendra Pratap Singh, Jaytrilok Choudhary et al. · Scientific Reports · 0 citations