Drone-based human action recognition for surveillance: a multi-feature approach

Y Abbas, A Jalal - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Understanding human actions is crucial for enabling machines to interpret human behavior,
with applications spanning video-based surveillance applications, sports monitoring, and …

Multimodal Objects Categorization by Fusing GMM and Multi-layer Perceptron

A Naseer, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Multi-object recognition resolves the need to instantaneously identify numerous things,
which is essential for develo** an in-depth understanding of the world of vision. Variations …

[PDF][PDF] Drone-based video surveillance using Yolov6 and neuro fuzzy classifier

Y Abbas, A Jalal - Proceedings of the 2024 19th International …, 2024 - researchgate.net
The rise of computer vision technology has seen development of advanced algorithms that
can accurately detect human activities from RGB videos taken by drone cameras. One major …

Vehicle detection and classification via YOLOv4 and CNN over aerial images

MO Yusuf, M Hanzla, A Jalal - 2024 International Conference …, 2024 - ieeexplore.ieee.org
Advanced traffic monitoring systems face major vehicle detection and classification
challenges. Conventional methods need significant computational resources and struggle to …

[PDF][PDF] Wearable sensors-based human locomotion and indoor localization with smartphone

M Rafiq, A Jalal - ICET24, 2024 - researchgate.net
Indoor localization is a hot topic due to the rising demand for location-based services and
smartphone use. Actions in indoor spaces provide valuable information that systems can …

Multimodal Human Action Recognition Framework using an Improved CNNGRU Classifier

M Batool, M Alotaibi, SR Alotaibi, DA AlHammadi… - IEEE …, 2024 - ieeexplore.ieee.org
Activity recognition from multiple sensors is a promising research area with various
applications for remote human activity tracking in surveillance systems. Human activity …

[PDF][PDF] An Automated Leave Disease Recognition in Precision Agriculture

A Jalal, S Mumtaz - 2024 - researchgate.net
Maintaining plant health, which has a direct impact on food security and economic stability,
requires early detection of plant diseases. Our method overcomes this difficulty by …

[PDF][PDF] Drone-Based Road Traffic Surveillance: Multi-Vehicle Tracking and Classification

G Mujtaba, M Hanzla, A Jalal - International Conference on …, 2024 - researchgate.net
Vehicle identification and classification are essential for Intelligent Transportation Systems,
although current approaches may face challenges due to data collection discrepancies. This …

[PDF][PDF] An Automatic Traffic Control System over Aerial Dataset via U-Net and CNN Model

G Mujtaba, J Ahmad - 2024 - researchgate.net
Vehicle detection is integral to advanced surveillance and traffic monitoring systems, which
traditionally rely on cameras positioned on bridges or roadsides. Aerial imagery, however …

[PDF][PDF] UAV-based Road Traffic Monitoring via FCN Segmentation and Deepsort for Smart Cities

G Mujtaba, J Ahmad - 2024 - researchgate.net
Efficient vehicle detection and tracking are crucial for modern traffic management, yet
traditional systems are limited by fixed infrastructure. Aerial imagery, offering extensive …