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    Object based segmentation and analysis using deep learning algorithm for cats and dogs images by N.Rajandhiran, Shreevishal

    Published 2023
    “…User intervention is constantly required to perform the segmentation. In addition, the algorithms used for the segmentation are conventional rather than modern deep learning techniques which is inevitably more efficient. …”
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    Final Year Project / Dissertation / Thesis
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    Brain tumor image segmentation using deep learning approach by Darshan, Suresh

    Published 2022
    “…Deep learning algorithm is able to provide good tumor segmentation results compared to other conventional segmentation algorithms as it learns from the labeled brain MRIs to predict the location of tumor region and consequently segment the tumor. …”
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    Final Year Project / Dissertation / Thesis
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    Building segmentation in remote sensing images using region merging approach with convolutional neural network-based model by Shoaib, Asim

    Published 2025
    “…Poor delineation can lead to over segmentation (OS), resulting in creation of small regions that do not represent meaningful segmented ROIs. …”
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    Final Year Project / Dissertation / Thesis
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    Radiomics analysis and supervised machine learning model for classification of cervical cancer images using diffusion weighted imaging-MRI by Ramli, Zarina

    Published 2024
    “…The semi-automated active contour model (ACM) algorithm (average ICC = 0.952 ± 0.009, p > 0.05) was found to be more robust and reproducible than fully manual segmentation (average ICC = 0.897 ± 0.011, p > 0.05). …”
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    Thesis
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