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Home/Authors/Sarath Mulugurthi

Sarath Mulugurthi

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Vision×1

Frequent co-authors

David J. Lerch1×
Manuel Martin1×
Frederik Diederichs1×
Rainer Stiefelhagen1×

Research Timeline

2026
Vision-language Models for Driver Monitoring Systems: A Driver Activity Description Dataset

The paper addresses the difficulty of using general vision-language models (VLMs) for fine-grained driver behavior recognition by creating a new, richly described dataset and demonstrating that fine-tuning VLMs on this dataset significantly improves performance on driver monitoring tasks.

Highlighted terms show continued research focus across papers

Papers

cs.CVRecentJun 1, 2026

Vision-language Models for Driver Monitoring Systems: A Driver Activity Description Dataset

David J. Lerch, Sarath Mulugurthi, Manuel Martin, Frederik Diederichs +1 more

The paper addresses the difficulty of using general vision-language models (VLMs) for fine-grained driver behavior recognition by creating a new, richly described dataset and demonstrating that fine-t…

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