Pixels to precision: features fusion and random forests over labelled-based segmentation

A Naseer, A Jalal - 2023 20th International Bhurban …, 2023 - ieeexplore.ieee.org
Object classification is a crucial yet challenging vision ability to perfect The fundamental
objective is to educate computers to understand visuals the same way humans do. Due to …

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 developing an in-depth understanding of the world of vision. Variations …

Automate appliances via gestures recognition for elderly living assistance

M Muneeb, H Rustam, A Jalal - 2023 4th International …, 2023 - ieeexplore.ieee.org
Smart homes have grown in popularity not only as a luxury but also because of the
numerous benefits they provide. In this research, a home automation system is developed …

Intelligent localization and deep human activity recognition through IoT devices

A Alazeb, U Azmat, N Al Mudawi, A Alshahrani… - Sensors, 2023 - mdpi.com
Ubiquitous computing has been a green research area that has managed to attract and
sustain the attention of researchers for some time now. As ubiquitous computing …

Human action recognition: a paradigm of best deep learning features selection and serial based extended fusion

S Khan, MA Khan, M Alhaisoni, U Tariq, HS Yong… - Sensors, 2021 - mdpi.com
Human action recognition (HAR) has gained significant attention recently as it can be
adopted for a smart surveillance system in Multimedia. However, HAR is a challenging task …

A Novel Sports Event Recognition using Pose Estimation and Multi-Fused Features

M Tayyab, A Jalal - … on Emerging Trends in Electrical, Control …, 2024 - ieeexplore.ieee.org
Several factors, including the dimension and locus of the limbs and head, and other pictures
within an environment, were used to determine the management of event identification and …

Wearable Sensor-Based Activity Recognition over Statistical Features Selection and MLP Approach

F Nazar, A Jalal - … Conference on Emerging Trends in Electrical …, 2024 - ieeexplore.ieee.org
Supervising and examining the physical activities of different individuals by using wireless
sensors is beneficial in favor of recognizing postural positioning and moving actions in the …

Human-Human Interaction Recognition using Mask R-CNN and Multi-class SVM

MH Azhar, A Jalal - … on Emerging Trends in Electrical, Control …, 2024 - ieeexplore.ieee.org
Computer vision systems face significant challenges in human-human interaction
recognition in dynamic environments, particularly with cluttered backgrounds. In this paper …

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 …

A smart surveillance system for pedestrian tracking and counting using template matching

AR Shahzad, A Jalal - … on Robotics and Automation in Industry …, 2021 - ieeexplore.ieee.org
Human Detection and tracking have become a focal area of research as it plays a major role
in computer vision applications. Methods and equipment for the detection and tracking of …