Identifying Immature Precursor Cells in Bone Marrow Pathological Images Based on Distance Transform and Internal Structures of Cells

摘要

Nowadays manual observation by microscopes is the major method to detect leukemia cells. However this method takes much effort of doctors and depends much on the doctors' experience. This paper proposes a new method to locate the immature precursor cells based on distance transform and internal structures of cells. At first, Otsu method is used to binarize the image; secondly, the image is processed through morphological operations; then an initial location of immature precursor cells in the bone marrow pathological images is done by distance transform operation; fourthly, the internal structure and the size of cells are taken into consideration to remove the wrong cells; finally, the target cells are further marked according to the smoothing feature of the image. Experiments show the method proposed in this paper has a good performance in identifying the immature precursor cells in bone marrow pathological images.