[HTML][HTML] Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised

P Hadikhani, DTC Lai, WH Ong - Image and Vision Computing, 2024 - Elsevier
Human activity recognition is a crucial field of study, but current approaches often require
ground truth labels, which are not always available. We propose a new method called the …

Can Ensemble of Classifiers Provide Better Recognition Results in Packaging Activity?

AHM Nazmus Sakib, P Basak, S Doha Uddin… - Sensor-and Video …, 2022 - Springer
Skeleton-based motion capture (MoCap) systems have been widely used in the game and
film industry for mimicking complex human actions for a long time. MoCap data has also …

Lunch-Box Preparation Activity Understanding from Motion Capture Data Using Handcrafted Features

YA Pritom, MS Rahman, HR Rahman… - Sensor-and Video …, 2022 - Springer
Japanese packed-meal or Bento preparation or packaging automated by a robot is a recent
challenge. It is one of the latest cementations in human activity recognition systems. It shows …

Optimizing Endotracheal Suctioning Classification: Leveraging Prompt Engineering in Machine Learning for Feature Selection

MR Islam, AM Ferdous, S Hossain… - … on Activity and …, 2024 - ieeexplore.ieee.org
In a world with an overgrowing elderly population, there exists a critical need for a greater
number of skilled individuals in the nursing industry. AI-based systems can be useful …

[PDF][PDF] Ensemble Learning for Human Activity and Attribute Recognition Using Sensor Data

S Rafique - 2023 - researchgate.net
Every human being has a distinct pattern of movement that reveals reliable information
about his personality. Human action recognition is aimed to recognize human nature …

Detecting errors using vision technology with microsoft kinect device to monitor the conditions in Islamic prayer (whole body movements in prayer) at the greatest …

B Alqazzaz - 2022 - openaccess.altinbas.edu.tr
Monitoring worshiper movements in Islamic prayer and detecting errors is an active field of
research due to the importance of the Islamic prayer performed five times a day. The …

Identification of Food Packaging Activity Using MoCap Sensor Data

A Anwar, M Islam Tapotee, P Saha… - Sensor-and Video-Based …, 2022 - Springer
The automation system has brought a revolutionary change in our lives. Food packaging
activity recognition can add a new dimension to industrial automation systems. However, it is …

Flexible Multi-Objective Particle Swarm Optimization Clustering with Game Theory to Address Human Activity Recognition Fully Unsupervised

P Hadikhani, DTC Lai, WH Ong… - Authorea …, 2023 - techrxiv.org
Most research in human activity recognition is supervised, while non-supervised
approaches are not completely unsupervised. Moreover, These methods cannot be used in …