2025
YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series.
Artif. Intell. Rev., September, 2025

A Layered Self-Supervised Knowledge Distillation Framework for Efficient Multimodal Learning on the Edge.
CoRR, June, 2025

Who is Responsible? The Data, Models, Users or Regulations? Responsible Generative AI for a Sustainable Future.
CoRR, February, 2025

Image, Text, and Speech Data Augmentation using Multimodal LLMs for Deep Learning: A Survey.
CoRR, January, 2025

Open-World Hazard Detection and Captioning for Autonomous Driving with a Unified Multimodal Pipeline.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Interpreting the Unexpected: A Multimodal Framework for Out-of-Label Hazard Detection and Explanation in Autonomous Driving.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024
Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists' Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated Images.
Algorithms, May, 2024

Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction Using Loop Detector Data.
Adv. Data Sci. Adapt. Anal., 2024

Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Quranic Conversations: Developing a Semantic Search tool for the Quran using Arabic NLP Techniques.
CoRR, 2023

Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs.
CoRR, 2023

2022
GC-GRU-N for Traffic Prediction using Loop Detector Data.
CoRR, 2022

Exploring Preferences for Transportation Modes in the City of Munich after the Recent Incorporation of Ride-Hailing Companies.
CoRR, 2022

Multi-Purpose, Multi-Step Deep Learning Framework for Network-Level Traffic Flow Prediction.
Adv. Data Sci. Adapt. Anal., 2022

A Region-Based Deep Learning Approach to Automated Retail Checkout.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees.
CoRR, 2021