The invention discloses an
image processing-based erythrocyte and leukocyte classification counting method,
system and device, and the method comprises the steps of carrying out the graying processingon an acquired
sample image, then carrying out the binarization
processing, and obtaining a black-white
binary image; preprocessing the black and white
binary image to restore the cells with holes inside, and removing the fragment cells and boundary cells; adopting a segmentation
algorithm to segment the
cell populations adhering to clusters in the preprocessed image; extracting the
cell contoursand counting the
cell contours to obtain the number of integral cells; dividing the
whole cell into the erythrocytes and the leukocytes according to the area of a region occupied by a single cell inthe image; and respectively counting to obtain the number of the erythrocytes and the number of the leukocytes, so that the problems of high detection equipment cost, personal errors and the like in the prior art are solved, the equipment cost is reduced, and the detection efficiency and the detection accuracy are improved.