Statistical geometric features-extensions for cytological texture analysis

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 1996, Pages 790-794

  Walker, Ross F ^a   Jackway, Paul T ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

GEOMETRY; PATTERN RECOGNITION; TEXTURES;

ANALYSIS TOOLS; CERVICAL CELLS; CONNECTED REGION; GEOMETRIC FEATURE; GEOMETRIC PROPERTIES; GRAY LEVEL CO OCCURRENCE MATRIX(GLCM); TEXTURE ANALYSIS;

IMAGE TEXTURE;

EID: 0009009531     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.1996.546931     Document Type: Conference Paper

References (14)

1. Y. Q. Chen, M. S. Nixon, and D. W. Thomas. Statistical geometric features for texture classification. Pattern Recognition, 28(4):537-552,1995.
2. H. E. Danielsen, G. Fanants, and A. Ruth. Characterization of chromatin structure by image analysis - a method for the assessment of changes in chromatin organization. Scanning Microscopy Supplement, 3:297-302, 1989.
3. D. H. Foley. Considerations of sample and feature size. IEEE Transactions on Information Theory, 5:618-626, 1972.
4. R. C. Gonzalez and R. E. Woods. Digital Image Processing. Addison-Wesley Publishing, U.S.A., 1992.
5. D. J. Hand. Discrimination and Classification. John Wiley and Sons, USA, 1981.
6. R. Haralick, K. Shanmugam, and I. Dinstein. Textural features for image classification. IEEE Transactions on Systems, Man, and Cybernetics, SMC-3:610-621,1973.
7. J. Kittler. Feature selection and extraction. In T. Y. Young and K.-S. Fu, editors. Handbook of Pallern Recognition and Inuige Processing, pages 60-83. Acedamic Press. San Diego. 1986.
8. D. Komitowski and C. Janson. Quantitative features of chromatin structure in the prognosis of breast cancer. Cancer. 65(12):2725-2730,1990.
9. Y. H. Lee. Algorithms for mathematical morphological operations with tlat top structuring elements. SPIE Applications of Digital Image Processing, 8:33-45. 1982.
10. S. Liu and M. Jernigan. Texture analysis and discrimination in additive noise. Computer Vision, Graphics, and Image Processing, 49:52-67,1990.
11. P. F. Velleman and D. C. Hoaglin. Applications, Basics, and Computing of Exploratory Data Analysis. Duxbury Press, Boston, Mass. 1981.
12. R. F. Walker. P. Jackway, and B. Lovell. Cervical cell classification via co-occurrence and markov random field features. In Proceedings of DICTA-95, Digital Image Computing: Techniques and Applications, pages 294-299. Brisbane. Australia. 30 Nov-2Dec 1995. IEEE.
13. R. F. Walker. P. Jackway. B. Lovell. and 1. Longstalf. Classification of cervical cell nuclei using morphological segmentation and lextural feature extraction. In Proceedings Second Australian and New Zealand Conference on Intelligent Information Systems, pages 297-301, Brisbane. Australia. 30 Nov -2 Dec 1994. IEEE.
14. C. Wu and Y. Chen. Statistical feature matrix for texture analysis. Computer Vision, Graphics, and Image Processing, 54:407-419. 1992.