Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ashqar, Huthaifa I., Alhadidi, Taqwa I., Elhenawy, Mohammed, Khanfar, Nour O.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Computation and Language Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing
by: Ashqar, Huthaifa I., et al.
Published: (2024)

Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles
by: Elhenawy, Mohammed, et al.
Published: (2025)

Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events
by: Tami, Mohammad Abu, et al.
Published: (2024)

Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding
by: Elhenawy, Mohammed, et al.
Published: (2025)

Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition
by: Alhadidi, Taqwa, et al.
Published: (2024)

Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends
by: Tami, Mohammad Abu, et al.
Published: (2025)

Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection
by: Masri, Sari, et al.
Published: (2025)

Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios
by: Masri, Sari, et al.
Published: (2024)

Automated Pavement Cracks Detection and Classification Using Deep Learning
by: Nafaa, Selvia, et al.
Published: (2024)

Advancing Roadway Sign Detection with YOLO Models and Transfer Learning
by: Nafaa, Selvia, et al.
Published: (2024)

HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices
by: Tami, Mohammad Abu, et al.
Published: (2025)

Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques
by: Tami, Mohammad, et al.
Published: (2024)

Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks
by: Alhadidi, Taqwa I., et al.
Published: (2025)

Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm
by: Masri, Sari, et al.
Published: (2024)

Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics
by: Jaradat, Shadi, et al.
Published: (2024)

Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language
by: Sammoudi, Mohammad, et al.
Published: (2024)

Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing
by: Yilmaz, Berk, et al.
Published: (2025)

Enhancing Mathematics Learning for Hard-of-Hearing Students Through Real-Time Palestinian Sign Language Recognition: A New Dataset
by: Khandaqji, Fidaa, et al.
Published: (2025)

Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text
by: Najjar, Ayat, et al.
Published: (2025)

Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges
by: Elhenawy, Mohammed, et al.
Published: (2024)

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity
by: Najjar, Ayat A., et al.
Published: (2025)

Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART
by: Masri, Sari, et al.
Published: (2024)

MM-Soc: Benchmarking Multimodal Large Language Models in Social Media Platforms
by: Jin, Yiqiao, et al.
Published: (2024)

SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection
by: Qi, Peng, et al.
Published: (2024)

Large Language Models and Provenance Metadata for Determining the Relevance of Images and Videos in News Stories
by: Peterka, Tomas, et al.
Published: (2025)

Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images
by: Fraser, Kathleen C., et al.
Published: (2024)

ERIT Lightweight Multimodal Dataset for Elderly Emotion Recognition and Multimodal Fusion Evaluation
by: Frieske, Rita, et al.
Published: (2024)

Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection
by: Yan, Zehong, et al.
Published: (2025)

Object Detection with Multimodal Large Vision-Language Models: An In-depth Review
by: Sapkota, Ranjan, et al.
Published: (2025)

Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach
by: Duan, Siyu, et al.
Published: (2024)

Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
by: Si, Chenglei, et al.
Published: (2024)

Describing Differences in Image Sets with Natural Language
by: Dunlap, Lisa, et al.
Published: (2023)

Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags
by: Qi, Daiqing, et al.
Published: (2024)

Semantic and Expressive Variation in Image Captions Across Languages
by: Ye, Andre, et al.
Published: (2023)

Two Stage Context Learning with Large Language Models for Multimodal Stance Detection on Climate Change
by: Pangtey, Lata, et al.
Published: (2025)

D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models
by: Hickmon, Javon
Published: (2025)

Stable Signer: Hierarchical Sign Language Generative Model
by: Fang, Sen, et al.
Published: (2025)

ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation
by: Jha, Akshita, et al.
Published: (2024)

The Impact of Image Resolution on Biomedical Multimodal Large Language Models
by: Chen, Liangyu, et al.
Published: (2025)

Are Vision Language Models Cross-Cultural Theory of Mind Reasoners?
by: Nazi, Zabir Al, et al.
Published: (2025)