Wavelet-based texture retrieval modeling the magnitudes of wavelet detail coefficients with a generalized gamma distribution

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 221-224

  De Ves, E ^a   Benavent, X ^a   Ruedin, A ^b   Acevedo, D ^b   Seijas, L ^b  

^a UNIVERSITY OF VALENCIA   (Spain)

^b UNIVERSIDAD DE BUENOS AIRES   (Argentina)

Author keywords

Content based image retrieval; Generalized gamma distribution; Wavelet texture descriptor

Indexed keywords

BIVARIATE; BRODATZ TEXTURES; CONTENT BASED IMAGE RETRIEVAL; DESCRIPTORS; DETAIL COEFFICIENTS; GENERALIZED GAMMA DISTRIBUTION; KULLBACK LEIBLER DIVERGENCE; RANDOM VECTORS; RESOLUTION LEVEL; SIMILARITY MEASUREMENTS; TEXTURE IMAGE; TEXTURE RETRIEVAL; UNDECIMATED WAVELET TRANSFORM; WAVELET TEXTURE;

CONTENT BASED RETRIEVAL; PATTERN RECOGNITION; PROBABILITY DISTRIBUTIONS; TEXTURES;

WAVELET TRANSFORMS;

EID: 78149485714     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.63     Document Type: Conference Paper

References (10)

1. A. Smeulders, S. Santini, A. Gupta, and R. Jain, "Content-based image retrieval at the end of the early years," IEEE Trans. PAMI, vol. 22, no. 12, pp. 1349-1379, 2000.
2. A. Del Bimbo, Visual Information Retrieval. Morgan Kaufmann, 1999.
3. S. Mallat, A Wavelet Tour of Signal Processing. Academic Press, 1999.
4. G. V. Wouwer, P. Scheunders, and D. V. Dyck, "Statistical texture characterization from discrete wavelet representation," IEEE Trans Image Processing, vol. 8, pp. 592-598, 1999.
5. M. N. Do and M. Vetterli, "Wavelet-based texture retrieval using generalized gaussian density and kullback-leibler distance," IEEE Trans Image Processing, vol. 11, p. 2, 2002.
6. D. Heeger and J. Berger, "Pyramid-based txture analysis/ synthesis," in Proc. ACM SIGGRAPH, 1995.
7. G. Tzagkarakis, B. Beferull-Lozano, and P. Tsakalides, "Rotation-invariant texture retrieval with gaussianized steerable pyramids," IEEE Trans Image Processing, vol. 15, 2006.
8. E. de Ves, A. Ruedin, D. Acevedo, X. Benavent, and L. Seijas, "A new wavelet-based texture descriptor for image retrieval," in CAIP, 2007, pp. 895-902.
9. I. Daubechies, Ten lectures on wavelets. Society for Industrial and Applied Mathematics, 1992.
10. K.-S. Song, "Globally convergent algorithms for estimating generalized gamma distributions in fast signal and image processing," IEEE Trans. IP, vol. 17, no. 8, pp. 1233-1250, 2008.