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Development of a Raspberry Pi Drowsiness Detection System based on Histogram of Oriented Gradient (HOG) Algorithm and Eye Aspect Ratio (EAR) Formula
Published 2020“…The proposed system has also achieved low power consumption and high quality of effectiveness and accuracy in detecting drowsiness. A total number of nine experiments such as placement on different angles and detecting different face positons were conducted to assess the effectiveness and accuracy of the developed system. …”
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Final Year Project -
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Development of hippocampus MRI image segmentation algorithm for progression detection of alzheimer’s disease (AD)
Published 2022“…This study indicates developing an algorithm for detecting and progressing through the hippocampus of patients with Alzheimer's disease in MRI images. …”
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Epileptic Seizure Detection Using Singular Values And Classical Features Of EEG Signals
Published 2014“…This project aims at developing an automated epileptic seizure event detection algorithm. …”
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Final Year Project -
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FPGA Implementation of Multi-User Detection Genetic Algorithm Tool for SDMA-OFDM Systems
Published 2016“…According to the results obtained from the developed algorithm and implementation tools, a high number of users can be physically possible and provided with support. …”
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Detection on ambiguous software requirements specification written in malay using machine learning
Published 2017“…Based on the result, we developed a prototype tool called detection on ambiguous SRS written in Malay using machine learning. …”
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Region-growing based segmentation and bag of features classification for breast ultrasound images
Published 2017“…In the next stage, which is the segmentation stage, region growing algorithm is used to automatically detect tumors in ultrasound images. …”
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Design and Development of Artificial Intelligence (Al)-Based Desicion Support System For Manufacturing Applications
Published 2016“…Tube B images are needed to evaluate the performance of the developed defect detection algorithm under different radiography conditions. …”
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Monograph -
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Improving performance of automated coronary arterial tree center-line extraction, stent localization and tracking
Published 2012“…Over the last decade, many algorithms have been developed to address this problem. …”
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Development Of Vehicle Tracking And Counting System From Traffic Surveillance Video
Published 2015“…Simple tracking and counting algorithm is used to track and count the detected vehicle. …”
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Traffic light counter detection comparison using you only look oncev3 and you only look oncev5 for version 3 and 5
Published 2023“…This project aims to develop a vision system that can detect traffic light counter and to recognise the numbers shown on it. …”
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Vader lexicon and support vector machine algorithm to detect customer sentiment orientation
Published 2023“…Objective: The objective of this study is to detect customer orientation towards product or service quality, as expressed in online or social media. …”
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Deep learning-based single-shot and real-time vehicle detection and ego-lane estimation
Published 2020“…Moreover, we achieve a 63.7% mAP for vehicle detection on our dataset. The proposed architecture shows that an elaborate pipeline of multiple steps to develop an algorithm for the FCWS application is eliminated. …”
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Detection of multiple mangoes using histogram of oriented gradient technique in aerial monitoring
Published 2016“…The project uses shape identification algorithm and Histogram of Oriented Gradient principle to detect and count the total number of mango on its tree using a quad copter with an attachable webcam. …”
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Conflict-free automated guided vehicles routing using multi-objective genetic algorithm
Published 2013“…Numerical experiment was conducted on the developed algorithm.…”
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Development of deep learning based user-friendly interface for fruit quality detection
Published 2024“…The implementation of deep learning algorithms has contributed to various applications related to the detection of fruit quality. …”
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Comparison of supervised classification technique of landuse map using high resolution image / Muhammad Firdaus Mohammad Harun
Published 2019“…The lowest value shows by minimum distance algorithm is 68% and 61% respectively.…”
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Analysis of performance between kinect v1 and kinect v2 for various facial part movements
Published 2019“…The created face tracking algorithms are then modified to display the detected facial points which are 121 points and 1347 points in total for Kinect v1 and Kinect v2 respectively. …”
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Conference or Workshop Item -
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Motion detection and simulation study on human walking behavior
Published 2012“…The objective of this project is to analyse the human walking behaviour from video data, and develop an algorithm for human walking behaviour and emergency evacuation simulatioy The motion detection system were developed using Video and Image Processing Blockset in MAT LAB to collect the centroid coordinate of the pedestrians from the video to analyse the human walking behaviour. …”
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Thesis