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Mohammed Elhenawy

Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends

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Apr 21, 2025
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Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks

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Mar 27, 2025
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Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection

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Feb 27, 2025
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HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices

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Feb 27, 2025
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Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding

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Jan 09, 2025
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Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm

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Nov 16, 2024
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Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing

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Sep 26, 2024
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Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios

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Aug 01, 2024
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Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges

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Jun 26, 2024
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The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications

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Jun 20, 2024
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