Intelligent Product Design & Retail

Reinforcement Learning-Based Recommendation System

The project aims to build an intelligent system that provides personalized product recommendations to customers based on their biometric data like brain activity, eye movement, facial expression, etc. After estimating the customers’ emotional state from these data using deep learning, reinforcement learning is applied to provide product recommendations. The developed system will then be embedded into virtual reality and mixed reality shopping applications.

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Virtual Reality Training

PROVISION OF A VR TRAINING FOR BLOOD CULTURE PROCEDURES

Ward nurses can participate in the blood collection process using Virtual Reality Simulation: Medical Training for Ward Nurse. Nurses can practice collecting blood without using a real patient or medical dummy at any time and from any location utilizing the VR technology. Throughout the process, several advice and videos surface to demonstrate proper needle and medical sharps management methods. It is hoped that by implementing this VR program, the number of needle sharp injury accidents will decrease.

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Academic Research

INTELLIGENCE AND VIRTUALITY

Accommodating Myopia Therapy Training using VR Head Mounted Device

Accommodating Myopia Therapy Training using VR Head Mounted Device

Provision of a Virtual Reality (VR) Training Programme for Blood Culture Procedures

Provision of a Virtual Reality (VR) Training Programme for Blood Culture Procedures

Virtual Reality Training Programme for Prevention of Needle Stick Injury

Virtual Reality Training Programme for Prevention of Needle Stick Injury

Virtual Hand Therapy Exercise for Stroke Patients

Virtual Hand Therapy Exercise for Stroke Patients

Virtual Reality for Aircraft Maintenance

Virtual Reality for Aircraft Maintenance

Acquiring Vaginal Examination Skills using a Virtual Reality Training Model

Acquiring Vaginal Examination Skills using a Virtual Reality Training Model

Development of CAVE Application for Product Design

Development of CAVE Application for Product Design

Hand Exercise using VR CAVE

Hand Exercise using VR CAVE

Reinforcement Learning-Based Recommendation System

Reinforcement Learning-Based Recommendation System

Automatic Detection of Myocardial Infarction with Artificial Intelligence

Automatic Detection of Myocardial Infarction with Artificial Intelligence

Atrous residual interconnected encoder to attention decoder framework for vertebrae segmentation via 3D volumetric CT images

Atrous residual interconnected encoder to attention decoder framework for vertebrae segmentation via 3D volumetric CT images

Development of a Virtual Classroom with Intelligence Virtual Tutor

Development of a Virtual Classroom with Intelligence Virtual Tutor

Cultivating Research Abilities of Undergraduate Students

Cultivating Research Abilities of Undergraduate Students

Robotic Arm-based Industrial Digital Twin Applications

Robotic Arm-based Industrial Digital Twin Applications

Mixed Reality for Product Design

Mixed Reality for Product Design

Development of Mixed Reality Application for Human Anatomy

Development of Mixed Reality Application for Human Anatomy

Development of Mixed Reality Application for Mathematic Education

Development of Mixed Reality Application for Mathematic Education

Research Technology

Virtual, Augmented and Mixed Reality (VAMR)

Virtual Reality

Mixed Reality

Immersive CAVE

Artificial Intelligence

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