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    Segmentation of MRI Prostate Images using Gaussian Mixture Models (GMMs) by Roslee, Nur Aqilah

    Published 2016
    “…This method is also compared to K-Means algorithm to evaluate its performance with synthetic image and also clinical MRI image.…”
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    Final Year Project
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    Curvelet based automatic segmentation of supraspinatus tendon from ultrasound image: A focused assistive diagnostic method by Gupta, R., Elamvazuthi, I., Dass, S.C., Faye, I., Vasant, Pa., George, J., Izza, F.

    Published 2014
    “…Methods: The automatic segmentation of SSP tendon ultrasound image was performed to provide focused and more accurate diagnosis. …”
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    Article
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    Weighted subsethood segmented fuzzy time series for moving holiday electricity load demand forecasting by Mansor, R., Kasim, M.M., Othman, M.

    Published 2020
    “…This paper modifies the classical fuzzy time series (FTS) algorithm by applying weighted subsethood based algorithm (WSBA) in FTS algorithm using segmented electricity load demand time series data. …”
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    Article
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    Deep Learning Based image segmentation for expensive soil desiccation crack recognition and qualification by Ling, Hui Yean

    Published 2025
    “…Results demonstrated that DeepLabv3+ variants consistently outperformed other methods, with MobileNetV2 backbone offering the best balance of computational efficiency, segmentation accuracy, and robustness across case-wise performance conditions. …”
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    Final Year Project / Dissertation / Thesis
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    Curvelet based automatic segmentation of supraspinatus tendon from ultrasound image: A focused assistive diagnostic method by Gupta, R., Elamvazuthi, I., Dass, S.C., Faye, I., Vasant, P., George, J., Izza, F.

    Published 2014
    “…Methods: The automatic segmentation of SSP tendon ultrasound image was performed to provide focused and more accurate diagnosis. …”
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    Article
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    Development of hippocampus MRI image segmentation algorithm for progression detection of alzheimer’s disease (AD) by Gilani Mohamed, Mohamed Ahmed

    Published 2022
    “…As a result, the study was successful in developing a semi-automated and robust model based on the Chan-Vese segmentation methodology, where it could observe the shrinking of the patient brain by the progression method using the total pixels of the hippocampus and its area by getting decreased at the second visit, one of the results showed at the first visit the total number of the pixels was 707 then at the second visit it shows 650 so the progression percentage 9%, and the proposed method produced promising segmentation results. …”
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    Thesis
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    Improvement on rooftop classification of worldview-3 imagery using object-based image analysis by Norman, Masayu

    Published 2019
    “…A spatio-statistical optimization technique that combines the Taguchi statistical method and a spatial plateau objective function (POF) was presented to improve the segmentation procedures for building footprint extraction. …”
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    Thesis
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    Color image enhancement of acute leukemia cells in blood microscopic image for leukemia detection sample by Harun, Nor Hazlyna, Abu Bakar, Juhaida, Abd Wahab, Zulkifli, Osman, Muhammad Khusairi, Harun, Hazaruddin

    Published 2020
    “…The segmentation algorithm uses saturation S-component based on Hue, Saturation, Intensity (HSI) color model. …”
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    Conference or Workshop Item
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    Integrated face detection approach for far image application by Salka, Tanko Daniel

    Published 2016
    “…The proposed approach consists of an Illumination compensation method, a Skin segmentation method, a Noise reduction method and Euler method. …”
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    Thesis
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    “SEGMENTATION OF ANTI NEUTROPHIL CYTOPLASMIC ANTIBODIES (ANCA) IMAGES BASED ON WATERSHED AND WAVELET” by Nasir Nasir, Muhamad Hasyeme

    Published 2013
    “…Author use Wavelet transform to suppress noise to avoid from over segmentation of the ANCA images. Using Rand Index method, the result of segmentations is verified. …”
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    Final Year Project
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    Improvement Of Local-Based Stereo Vision Disparity Map Estimation Algorithm by Hamzah, Rostam Affendi

    Published 2017
    “…This method is introduced to preserve and improve the object boundaries. …”
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    Thesis
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    M-Factors Fuzzy Time Series for Forecasting Moving Holiday Electricity Load Demand in Malaysia (S/O 14589) by Mansor, Rosnalini, Mat Kasim, Maznah, Othman, Mahmod, Zaini, Bahtiar Jamili

    “…Therefore, the aim of this study is to modify the conventional FTS algorithm by applying weighted subsethood in FTS algorithm on 2017-2018 segmented Malaysia electricity load demand time series data. …”
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    Monograph
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    Segmentation assessment of activated sludge flocs at different magnifications for wastewater treatment by Khan, M.B., Nisar, H., Ng, C.A., Salih, Y., Malik, A.S.

    Published 2014
    “…The performance of the segmentation algorithms was evaluated for images taken at four different objective magnifications of microscope, using metrics of global consistency error (GCE), random index (RI) and variation of information (VI). …”
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    Conference or Workshop Item