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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…The system is essentially a three-part development, utilising Android, Java Servlets, and Arduino platforms to create an optimised and automated urban-gardening system. …”
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Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin
Published 2011“…A common approach is to perform background subtraction, which identifies moving objects from the portion of a video frame that differs significantly form a background model. There are many challenges in developing a good background subtraction algorithm. …”
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Smart cashierless checkout system for retail using machine vision
Published 2022“…In the following stage, a publicly available dataset, MVTec D2S dataset were used to benchmark multiple object detection models used for product recognition. By using You Only Look Once (YOLO) v5L as the baseline model, several improved models were developed by replacing the backbone structure with other light-weight architectures to improve computation efficiency when deployed on edge devices. …”
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Final Year Project / Dissertation / Thesis -
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Web-based expert system for material selection of natural fiber- reinforced polymer composites
Published 2015“…Finally, the developed expert system was deployed over the internet with central interactive interface from the server as a web-based application. As Java is platform independent and easy to be deployed in web based application and accessible through the World Wide Web (www), this expert system can be one stop application for materials selection.…”
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Dual search maximum power point algorithm based on mathematical analysis under partially-shaded conditions
Published 2016“…Moreover, it is very important that the algorithms should be general and not so complicated which could be implemented for all systems.Therefore, this research presents design and development of a novel method, which is called dual search maximum power point (DSMPP) algorithm, for tracking the GMPP under PSCs. …”
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Vision-Based Autonomous Vehicle Driving Control System
Published 2005“…The algorithm gave good result in detecting straight and smooth curvature lane on highway even when the lane was afTected by shadow. …”
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Vision-based autonomous vehicle driving control system
Published 2005“…The algorithm gave good result in detecting straight and smooth curvature lane on highway even when the lane was affected by shadow. …”
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Classification Modeling for Malaysian Blooming Flower Images Using Neural Networks
Published 2013“…This study aims to develop a classification model for Malaysian blooming flowers using neural network with the back propagation algorithms. …”
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Mathematical modelling and hybrid ACO-PSO technique for PV performance improvement
Published 2016“…Also, two different models from the literature were used to validate the PV model performance. …”
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Near-infrared technique for oil palm fruit grading system
Published 2013“…The mathematical model was developed to determine the real value of the reflection of specific wavelengths for the three categories of oil palm FFBs through regression analysis. …”
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Thesis