Artificial intelligence (AI) advancements for transportation security: in-depth insights into electric and aerial vehicle systems

G Kumar, A Altalbe - Environment, Development and Sustainability, 2024 - Springer
The transformative advancements in transportation technology have brought forth electric
and aerial vehicles (EnAVs) as revolutionizing modes of mobility. However, amidst the …

CNN-based object detection via segmentation capabilities in Outdoor natural scenes

A Naseer, N Al Mudawi, M Abdelhaq, M Alonazi… - Ieee …, 2024 - ieeexplore.ieee.org
Object recognition along with classification are necessary for many applications, such as
surveillance systems, car plate recognition, traffic monitoring, and face detection. Unlike …

[HTML][HTML] Vehicle detection and classification via YOLOv8 and deep belief network over aerial image sequences

N Al Mudawi, AM Qureshi, M Abdelhaq, A Alshahrani… - Sustainability, 2023 - mdpi.com
Vehicle detection and classification are the most significant and challenging activities of an
intelligent traffic monitoring system. Traditional methods are highly computationally …

A robust model of human activity recognition using independent component analysis and XGBoost

TFN Bukht, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
In computer vision and pattern recognition, image-based human activity detection has
gained popularity as a research topic. The process of recognizing human behavior from an …

Efficient vehicle detection and tracking using blob detection and Kernelized filter

I Nosheen, A Naseer, A Jalal - 2024 5th International …, 2024 - ieeexplore.ieee.org
Smart conveyance techniques are crucial in modern society, enabling efficient traffic
management and ensuring public safety. Therefore, this paper proposes a novel approach …

A novel framework for vehicle detection and tracking in night ware surveillance systems

NA Almujally, AM Qureshi, A Alazeb, H Rahman… - Ieee …, 2024 - ieeexplore.ieee.org
In the field of traffic surveillance systems, where effective traffic management and safety are
the primary concerns, vehicle detection and tracking play an important role. Low brightness …

UAV Detection Using Template Matching and Centroid Tracking

M Hanzla, MO Yusuf, T Sadiq, N Al Mudawi… - IEEE …, 2024 - ieeexplore.ieee.org
In computer vision and image processing, vehicle detection and tracking in complicated
aerial images have become important subjects. The need for automated systems that can …

A smart traffic control system based on pixel-labeling and SORT tracker

M Alonazi, AM Qureshi, SS Alotaibi, NA Almujally… - IEEE …, 2023 - ieeexplore.ieee.org
Autonomous vehicle detection and tracking are crucial for intelligent transportation
management and control systems. Although many techniques are used to develop smart …

[PDF][PDF] Semantic Segmentation and YOLO Detector over Aerial Vehicle Images.

AM Qureshi, AH Butt, A Alazeb… - … , Materials & Continua, 2024 - researchgate.net
Intelligent vehicle tracking and detection are crucial tasks in the realm of highway
management. However, vehicles come in a range of sizes, which is challenging to detect …

Semantic Segmentation Based Real-Time Traffic Monitoring via Res-UNet Classifier and Kalman Filter

AM Qureshi, A Algarni, H Aljuaid, MH Alatiyyah… - SN Computer …, 2024 - Springer
In computer vision, accurate vehicle recognition and tracking is a challenging research topic.
Manual surveillance systems are cumbersome, labor-intensive, and inefficient in today's …