Mahasak Ketcham
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Geometric Symmetry and Temporal Optimization in Human Pose and Hand Gesture Recognition for Intelligent Elderly Individual Monitoring Open
This study introduces a real-time, non-intrusive monitoring system designed to support elderly care through vision-based pose estimation and hand gesture recognition. The proposed framework integrates convolutional neural networks (CNNs), …
Resolution-Aware Deep Learning with Feature Space Optimization for Reliable Identity Verification in Electronic Know Your Customer Processes Open
In modern digital transactions involving government agencies, financial institutions, and commercial enterprises, reliable identity verification is essential to ensure security and trust. Traditional methods, such as submitting photocopies…
Investigating Digital Herbal Platforms and Health Data Innovations in the Context of Thailand Open
Currently, waste management is one of the most critical issues in In this research, factors influencing the acceptance of digital technology in the digital herbal platform and innovative health data management for healthcare in Thailand we…
The Augmentation of Interest in a Community Application for PetHub via Data-Informed Content Recommendations Tailored Open
In the contemporary era, individuals are actively seeking spaces or platforms aligned with their interests and hobbies. Presently, there is a notable interest in pet-related activities, and we have observed a growing trend in this regard. …
A Waste Detection and Separation System Based on Image Recognition and Embedded Artificial Intelligence Open
Currently, waste management is one of the most critical issues in Thailand and globally due to the continuous increase in waste volume and improper waste management practices. According to statistics from the Department of Pollution Contro…
The Factors Influencing Acceptance of an Innovation: A Decision Support System for Herbal Medicine Production Planning using UTAUT Model Open
This research aims to design a system that assists entrepreneurs in the herbal medicine industry to optimize resource utilization during the production process, both in terms of cost and time. The proposed system aggregates essential data …
Determinants Affecting the Adoption of Individualized Marketing Technology in Blended Medical Education Open
In This research was conducted to examine factors influencing the acceptance of Blended Medical Education, including expectations of effectiveness, social influence, environmental support, and factors related to education participation. Ad…
Examining Patterns of Alternative Medicine Service Utilization for Innovative Appointment Scheduling System Open
In an era where technology advances rapidly along with the diversity of cultures and health-related needs, alternative medicine services play a crucial role in supporting the well-being and lifestyle of individuals. Access to diverse and p…
AI-SIPM 2024: International Workshop on Artificial Intelligence for Signal, Image Processing and Multimedia Open
The International Workshop on Artificial Intelligence for Signal, Image Processing, and Multimedia (AI-SIPM) aims to provide a platform for researchers, practitioners, and industry professionals to exchange ideas, discuss recent advancemen…
Predictive analysis of terrorist activities in Thailand's Southern provinces: a deep learning approach Open
Terrorist activities have been on the rise globally, with Thailand experiencing significant challenges, particularly in its three southern border provinces. This study offers a comprehensive analysis aiming to predict forthcoming terrorist…
Advancements in Cataract Detection: The Systematic Development of LeNet-Convolutional Neural Network Models Open
Regular screening and timely treatment play a crucial role in addressing the progression and visual impairment caused by cataracts, the leading cause of blindness in Thailand and many other countries. Despite the potential for prevention a…
Intelligent Gloves for Assisting Individuals with Visual Impairment Open
This research endeavor revolved around the conceptualization, design, and evaluation of a technologically advanced smart glove tailored to aid individuals afflicted with visual impairments. The focal objective entailed integrating a divers…
Classification of broadband network devices using text mining technique Open
The Broadband Internet industry is highly competitive, with service providers investing heavily in network development to meet customer demands and competing on pricing. Effective cost management is crucial for profitability in this market…
Intelligent IoT-enabled Ankle Brace: Enhancing Mobility and Safety Open
This research focuses on the development of a foot-worn device to assist individuals with limited mobility in walking. The device aims to reduce the risk of accidents by closely moni-toring the wearer's movements and detecting potential ha…
Green EEG energy control robot for supporting bedfast patients Open
The objectives of this study were (1) to develop a prototype for controlling the movements of a robot by using green electroencephalography (EEG) energy and (2) to test a prototype algorithm’s effectiveness for controlling robot movements.…
A transportation scheduling management system using decision tree and iterated local search techniques Open
This paper aimed to develop a delivery truck scheduling management system using a decision tree to support decision-making in selecting a delivery truck. First-in-first-out (FIFO) and decision tree techniques were applied to prioritize loa…
An Intelligent Autonomous Document Mobile Delivery Robot Using Deep Learning Open
This paper presents an intelligent autonomous document mobile delivery robot using a deep learning approach. The robot is built as a prototype for document delivery service for use in offices in which it can adaptively move across differen…
Learning Game with Stroke Paralysis Rehabilitation for Virtual Reality Open
The work is presented for arm paresis patients in rehabilitation phase, consisting of an arm movement but slower than normal ones. Since most patients with lacking motivation affect the physical therapy, they are not willing to follow prog…
Path planning for autonomous mobile robots using multi-objective evolutionary particle swarm optimization Open
In this article, a new path planning algorithm is proposed. The algorithm is developed on the basis of the algorithm for finding the best value using multi-objective evolutionary particle swarm optimization, known as the MOEPSO. The propos…
Classification of Electromyography Signal with Machine Learning Open
The problem of classifying electromyography signals in each gesture occurs due to the use of a constant level of signal amplitude. This research presents an efficiency enhancement of electromyography signal classification in each gesture w…
Superresolution Reconstruction in Automatic Thai Sign Language Feature Extraction Using Adaptive Triangulation Interpolation Open
Superresolution is an image processing technique for improving image quality and enhancing low-resolution images. This paper presents a novel interpolation method for increasing superresolution reconstruction effectiveness using a triangul…
Automatically Moving Robot Intended for the Elderly with Voice Control Open
This research aims at an automatically moving robot intended for the elderly with voice control using voice recognition that gives a direction to the robot by a voice command. The development of this robot employed an algorithm that conver…
The Real-time Electrocardiogram Signal Monitoring System in Wireless Sensor Network Open
The Cardiovascular disease (CVD) is the most of death in the world. Electrocardiogram (ECG) is the graph that shows heart electrical activities. The physician record and detect the abnormal Electrocardiogram (ECG) signal by the Holter moni…
The System for Driver Fatigue Monitoring Using Decision Tree via Wireless Sensor Network for Intelligent Transport System Open
Researchers propose new algorithm to monitor fatigue of driver by tracking the movements of the eyes. This can classify the opening and closing eyes by using Haar-Like Features and Region of Interest techniques. The fatique can be classifi…
The Grading Multiple Choice Tests System via Mobile Phone using Image Processing Technique Open
Grading devices are expensive causing budget waste, in addition some are difficult to use. Therefore, an objective test grading system via Android mobile phone was developed to save cost and time in grading. The system uses image processin…
A New Wavelet Denoising Method for Noise Threshold Open
This study is proposed a new adaptive threshold based on noisy speech for each sub-bands with low complex and it is suitability for range of human hearing and range of hearing test.A new method is used wavelet 1-D experimental signal for d…