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Development of vehicle detection and counting system for traffic analysis using computer vision
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Final Year Project / Dissertation / Thesis -
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Parameter-driven count time series models / Nawwal Ahmad Bukhari
Published 2018“…In this study, a parameter-driven count time series model with three different distributions that are Poisson, zero-inflated Poisson and negative binomial was developed. …”
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Thesis -
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Semi-automatic oil palm tree counting from pleiades satellite imagery and airborne LiDAR / Nurul Syafiqah Khalid
Published 2020“…This study aimed to develop the automatic oil palm tree counting using remote sensed data and two different algorithms at Felda Pasoh. …”
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Thesis -
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Visual Crowd Counting System Using Deep Learning
Published 2021“…This project is about developing a visual crowd counting system using deep learning. …”
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Final Year Project / Dissertation / Thesis -
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Development of vehicle counting system by using background subtraction technique / Muhammad Fadhli Md Azemin
Published 2018“…With a view to improvement, it is proposed to develop a unique algorithm for vehicle classification and counting using Gaussian Mixture Model (GMM) and blob analysis method. …”
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Student Project -
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Optimizing high-density aquaculture rotifer Detection using deep learning algorithm
Published 2022“…Currently, the traditional method of counting small-sized rotifers still involves counting it manually. …”
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Proceedings -
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Solving ump examination timetabling problem using dynamic exploration step counting hill climbing algorithm
Published 2022“…Then, the initial solution is improved using our enhanced algorithm called dynamic exploration step counting hill climbing (DESCHC). …”
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Thesis -
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Automatic counting of Paulownia trees using unmanned aerial vehicle images and template matching technique
Published 2025“…Therefore, the main objective of this study was to develop a suitable model for Paulownia tree counting using template matching and unmanned aerial vehicle imageries. …”
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Article -
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Passenger Counting With Face Detection
Published 2020“…MobileNet-single shot detector (SSD) is chosen as the object detector model since it belongs to a class of efficient models that can execute on mobile and embedded systems. …”
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Final Year Project / Dissertation / Thesis -
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Automatic paddy planthopper detection and counting using faster R-CNN
Published 2024“…The correctness of the model was verified by entomologists, who confirmed a classification and counting accuracy rate of 98.84%. …”
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Article -
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Customer analysis with machine vision
Published 2023“…The study found that the best model is the retrained YOLOv8n, which achieved a false detection rate of 8.16 %, outperforming all the pretrained models. …”
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Final Year Project / Dissertation / Thesis -
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Determinants and prediction of home nursing utilization among older adults in China: an integration of logistic regression and XGBoost algorithm
Published 2026“…Logistic regression and XGBoost algorithm were employed to examine the determinants of home nursing utilization. …”
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Article -
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Crown counting and mapping of missing oil palm tree using airborne imaging system
Published 2019“…A graphical user interface by using MATLAB language was created based on the best executed method to aid users in counting the trees automatically. This helps to facilitate semi-skillful users to implement the tree counting algorithms. …”
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Thesis -
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Applied Artificial Bee Colony Optimization Algorithm in Fire Evacuation Routing System
Published 2018“…This study aims to develop a fire evacuation routing model "Bee-Fire" using artificial bee colony optimization (BCO) and to test the routing model through a simulation run. …”
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An annotated image dataset of pests on different coloured sticky traps acquired with different imaging devices
Published 2024“…The images were sorted by device, colour and species and divided into training, validation and test parts for the development of the deep learning model…”
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Novel techniques for enhancement and segmentation of acne vulgaris lesions
Published 2013“…Methods: For the first objective, an algorithm is developed based on the theory of high dynamic range (HDR) images. …”
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Citation Index Journal -
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Usage count of hydrogen-based hybrid energy storage systems: An analytical review, challenges and future research potentials
Published 2024“…Moreover, a detailed keyword co-occurrence network (KCN) analysis along with comprehensive reviews concerning HESS modelling, optimization objectives, algorithms, system constraints, and research gaps are presented. …”
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