Development of methods of color and texture characters forming for biomedical images analyzing
A.L. Plastinin, A.V. Kupriyanov, N.Yu. Ilyasova
Image Processing Systems Institute оf the RAS,
Samara State Aerospace University (SSAU)
Full text of article: Russian language.
Abstract:
This paper presents a method of color and texture characters forming. The method is based on calculating characteristics of multivariate distribution of rate probability for color components. Experimental studies of the method are given for full-scale images. The developed method is compared with those ones already exist .
Key words:
biomedical images, color and texture features, multivariate distribution of rate probability.
Citation:
Plastinin AL, Kupriyanov AV, Ilyasova NYu. Development of methods of color and texture characters forming for biomedical images analyzing [In Russian]. Computer Optics 2007; 31(2): 82-85.
References:
- Kern W, Decker BC. PDQ Hematology, 2002; 440 p.
- Theml H. Color Atlas of Hematology, 2nd revised ed. Thieme, 2004; 198 p.
- Haralick RM, Shanmugam K, Dinstein I. Textural features for image classification. IEEE Trans.Syst.Man Cybern. 1973; 3: 610-621.
- Shirvaikar M, Trivedi M. Developing texture-based image clutter measures for object detection. Optical Engineering, 1992; 31(12): 2628-2639.
- Basset O, Dupont F, Herandez A, Odet C. Texture image analysis: application to the classification of bovine muscles from meat slice images. Optical. Engineering 1999; 38(11): 1950-1959.
- Hozman J, Bernas M, Kubinek R. Biomedical Image Processing Applications. Biomedical Engineering & Biotechnology. Publishing House of the Czech Technical University, 1994.
- Ruderman DL, Cronin TW, Chiao CC. Statistics of Cone Responses to Natural Images: Implications for Visual Coding. J. Optical Soc. of A 1998; 15(8): 2036-2045.
- Ayvazyan SA, Enyukov IS, Meshalkin LD. Applied statistics: basics of modeling and preprocessing of data [In Russian]. Moscow: Finances and Statistics Publisher, 1983; 471 p.
- Fukunaga K. Introduction to statistical pattern recognition [In Russian]. Moscow: “Nauka” Publisher, 1979; 270 p.
- Theodoridis S, Koutroumbas K. Pattern Recognition, 2nd ed. Academic press, 2003.
© 2009, ИСОИ РАН
Россия, 443001, Самара, ул. Молодогвардейская, 151; электронная почта: ko@smr.ru ; тел: +7 (846) 332-56-22, факс: +7 (846 2) 332-56-20