Browsing by Author "Dubytskyi, A. O."

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    Blood cells classification by image color and intensity features clustering
    (Lviv Polytechnic Publishing House, 2015) Melnyk, R. A.; Dubytskyi, A. O.; Lviv Polytechnic National University
    A new approach for cells detection and classification on blood smear images is considered. Benefit of 4-connected over 8-connected component labeling for cell detection is shown. Color and intensity histogram clustering are proposed to extract common features for cells classification. A new approach for k-means initial centroids detection proposed. The algorithms effectiveness was tested and estimated for some blood smear images. The algorithm examples, figures and result table to illustrate the approach are presented.