Title :
Research on Segmentation and Recognition of Marrow Cells Image
Author :
Zhenjie, Hou ; Shuoshi, Ma ; Xichun, Pei ; Xin, Pan
Author_Institution :
Coll. of Comput. & Inf. Eng., Inner Mongolia Agric. Univ., Hokhot
Abstract :
Aiming at the characteristics of the marrow cell image, proposed a new method to check and measure local regularity and got a appropriate threshold using multi-fractal spectrum meanwhile accurate edges of different kinds of cells can be detected. Using principal component analysis based neural network (GHA) to acquire three principal components and using simulated annealing (SA) and BP network to classify and recognize the marrow cells
Keywords :
backpropagation; bone; image recognition; image segmentation; medical image processing; principal component analysis; simulated annealing; backpropagation network; edge detection; marrow cell image recognition; marrow cell image segmentation; multifractal spectrum; neural network; principal component analysis; simulated annealing; Cells (biology); Character recognition; Equations; Fractals; Image edge detection; Image recognition; Image segmentation; Neural networks; Pixel; Principal component analysis; PCA; SA; local regularity; marrow cells; segmentation;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.253856
