Pattern spectra for texture segmentation of gray-scale images

Proceedings of The 7th International Conference on Intelligent Systems Design and Applications, ISDA 2007

Volumn , Issue , 2007, Pages 347-352

  Velloso, Maria Luiza F ^a   Carneiro, Thaies A A ^a   De Souza, Flávio J ^a  

^a STATE UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

FINANCIAL DATA PROCESSING; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; INDEPENDENT COMPONENT ANALYSIS; INTELLIGENT CONTROL; INTELLIGENT SYSTEMS; SYSTEMS ANALYSIS;

DESCRIPTOR; DIMENSIONALITY REDUCTION TECHNIQUES; GRAY-SCALE IMAGES; GRAY-TONE IMAGES; ICA ALGORITHMS; INDEPENDENT COMPONENTS; INTERNATIONAL CONFERENCES; LOCAL FEATURES; NEURAL ALGORITHMS; NOISE REDUCTIONS; PATTERN SPECTRUM; PRINCIPAL COMPONENT ANALYSIS (PCA); REDUNDANCY REDUCTION; SYSTEMS DESIGN; TEXTURE SEGMENTATION; TEXTURED IMAGES; UNSUPERVISED SEGMENTATION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 48349134596     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISDA.2007.4389632     Document Type: Conference Paper

References (11)

1. Erik R. Urbach, B.T.M. Roerdihk, Michael H.F. Wilkinson, "Connected Shape-Size Pattern Spectra for Rotation and Scale-Invariant Classification of Gray-Scale Images", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 2, February 2007, pp. 272-285.
2. Yoganand Balagurunathan, Edward R. Dougherty, "Morphological quantification of surface roughness", Optical Engineering, Vol. 42, No. 6, June 2003, pp. 1795-1804.
3. P. Maragos, "Pattern Spectrum and Multiscale Shape Representation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, 1989, pp. 701-715.
4. Arnold Meijster, Michael H.F. Wilkinson, "A Comparison of Algorithms for Connected Set Openings and Closings", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 4, April 2002, pp. 272-285.
5. G. Ayala and J. Domingo. Spatial size distributions: applications to shape and texture analysis. IEEE Trans. Pattern Anal. Mach. Intell., Vol. 23, 2001, pp. 1430-1442.
6. L. Vincent. Granulomeres and opening trees. Fundamenta Informaticae, Vol. 41, 2000, pp. 57-90.
7. M. H. F. Wilkinson. Generalized pattern spectra sensitive to spatial information. In Proc. 16th Int. Conf. Pattern Rec., volume 1, Québec City, Canada, August 11-15 2002, pp. 21-24.
8. T. D. Sanger. Optimal Unsupervised Learning in a Single-Layer Neural Network, Neural Networks, Vol. 2, 1989, pp. 459-473.
9. K. I. Diamantaras and S. Y. Kung. Principal Component Neural Networks: Theory and Applications, J. Wiley & Sons, 1996.
10. A. Bell and T. Sejnowski, An information-maximization approach to blind separation and blind deconvolution. Neural Computation, Vol.7, 1995, pp. 1129-1159.
11. J. F. Cardoso, Infomax and maximum likelihood for source separation. IEEE Letters on Signal Processing, Vol. 4, 1997, pp. 112-114.