Window-size determination for granulometrical structural texture classification

Pattern Recognition Letters

Volumn 19, Issue 5-6, 1998, Pages 439-446

  Jan, Sen Ren ^a   Hsueh, Yuang Cheh ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

Co occurrence matrix; Covariance; Granulometry; Local granulometry size distribution; Structural texture; Texture periodicity; Window size

Indexed keywords

IMAGE ANALYSIS; IMAGE QUALITY; MATRIX ALGEBRA;

LOCAL GRANULOMETRY SIZE DISTRIBUTION; TEXTURE PERIODICITY; WINDOW SIZE DETERMINATION;

PATTERN RECOGNITION;

EID: 0032041194     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(98)00013-0     Document Type: Article

References (13)

1. Brodatz, P., 1966. Textures: A Photographic Album for Artists and Designers. Dover, New York.
2. Dougherty, E.R., Kraus, E.J., Pelz J.B., 1989. Image segmentation by local morphological granulometries. IGARSS'89, Vancouver, pp. 1220-1223.
3. Dougherty E.R., Newell J.T., Pelz J.B. Morphological texture-based maximum-likelihood pixel classification based on local granulometric moments. Pattern Recognition. 25(10):1992;1181-1198.
4. Dougherty E.R., Pelz J.B., Sand F., Lent A. Morphological image segmentation by local granulometric size distributions. J. Elect. Imaging. 1(1):1992;46-60.
5. Dewaele, P., Van Gool, L., Wambacq P., Oosterlinck, A., 1988. Texture inspection with self-adaptive convolution filters. 9th ICPR, Rome, pp. 56-60.
6. Giardina, C.R., Dougherty E.R., 1988. Morphological Methods in Image and Signal Processing. Prentice-Hall, Englewood Cliffs, NJ.
7. Haralick R.M. Statistical and structural approaches to texture. Proc. IEEE. 67(5):1979;786-804.
8. Matheron, G., 1975. Random Sets and Integral Geometry. Wiley, New York.
9. Parkkinen J., Selkainaho K., Oja E. Detecting texture periodicity from the cooccurrence matrix. Pattern Recognition Letters. 11:1990;43-50.
10. Serra, J., 1982. Image Analysis and Mathematical Morphology. Academic Press, London.
11. Starovoitov V.V., Jeong S.Y., Park R.H. Investigation of texture periodicity extraction. SPIE. 2501:1995;870-881.
12. Tsai W.H. Moment preserving thresholding: a new approach. Computer Vision, Graphics, and Image Processing. 29(3):1985;377-393.
13. Zucker S.W., Terzopoulos D. Finding structure in co-occurrence matrices for texture analysis. Computer Graphics and Image Processing. 12:1980;286-308.