Robust human locomotion and localization activity recognition over multisensory

D Khan, M Alonazi, M Abdelhaq, N Al Mudawi… - Frontiers in …, 2024 - frontiersin.org
Human activity recognition (HAR) plays a pivotal role in various domains, including
healthcare, sports, robotics, and security. With the growing popularity of wearable devices …

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 …

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 …

Robust Object Recognition with Genetic Algorithm and Composite Saliency Map

MW Ahmed, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Object detection and recognition have emerged as crucial research areas, driven by the dire
need to address the challenges posed by identifying and recognizing objects in diverse …

Dynamic Adoptive Gaussian Mixture Model for Multi-Object Detection Over Natural Scenes

MW Ahmed, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Recent strides in visionary technologies have profoundly impacted the domain of multi-
object recognition, serving as a linchpin in transformative applications such as augmented …

Smart Traffic Monitoring through Drone Images via Yolov5 and Kalman Filter

M Hanzla, S Ali, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Monitoring traffic is of vital relevance in our modern scenario. Over the years, standard ways
of capturing data, such as induction loops and camcorders, were applied for this aim …

Deep ontology-based human locomotor activity recognition system via multisensory devices

M Javeed, N Al Mudawi, A Alazeb, SS Alotaibi… - IEEE …, 2023 - ieeexplore.ieee.org
Recognition of human locomotor activities is crucial for monitoring the motion patterns.
Current studies for human locomotor activities recognition focused on detecting basic motion …

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 …

A wearable inertial sensor approach for locomotion and localization recognition on physical activity

D Khan, N Al Mudawi, M Abdelhaq, A Alazeb… - Sensors, 2024 - mdpi.com
Advancements in sensing technology have expanded the capabilities of both wearable
devices and smartphones, which are now commonly equipped with inertial sensors such as …

Data Driven Approach to Leaf Recognition: Logistic Regression for Smart Agriculture

AA Abbasi, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Artificial Intelligence has been involved in the restructuring of farming practices. Compared
to conventional methods that involved using pesticides to remove weeds, smart and …