Periodicity, directionality, and randomness: Wold features for perceptual pattern recognition

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 1994, Pages 184-189

  Liu, Fang ^a   Picard, Rosalind W ^a  

^a MIT MEDIA LAB   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE RETRIEVAL; NEURAL NETWORKS; SEARCH ENGINES; TEXTURES;

HUMAN TEXTURE PERCEPTION; IMAGE RETRIEVAL ALGORITHMS; ORTHOGONAL COMPONENTS; PATTERN RECOGNITION METHOD; PATTERN SIMILARITY; PERCEPTUAL DIMENSIONS; PERCEPTUAL SIMILARITY; VISUAL PROPERTIES;

PATTERN RECOGNITION;

EID: 33747276995     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. A. R. Rao and G. L. Lohse. Towards a texture naming system: Identifying relevant dimensions of texture. In IEEE Conf. on Visualization, San Jose, 1993.
2. J. M. Francos. Orthogonal decompositions of 2-d random fields and their applications in 2-d spectral estimation. In N. K. Bose and C. R. Rao, editors, Signal Processing and Its Applications, pages 207-227. North Holland, 1993.
3. J. M. Francos, A. Zvi Meiri, and B. Porat. A unified texture model based on a 2-D Wold like decomposition. IEEE T. Sig. Proc, pages 2665-2678, August 1993.
4. J.M. Francos, A. Zvi Meiri, and B. Porat. Orthogonal decompositions of 2-D nonhomogeneous discrete random fields. Submitted For Publication.
5. J.M. Francos, A. Zvi Meiri, and B. Porat. A Wold-like decomposition of 2-D discrete homogeneous random fields. Submitted For Publication.
6. H. Helson and D. Lowdenslager. Prediction theory and fourier series in several variables.ii. Acta Math, 106:175-213, 1962.
7. W. Rudin. Real and Complex Analysis. McGraw-Hill, 1987.
8. P. Whittle. On stationary processes in the plane. Biometrika, 41:434-449, 1954.
9. M. P. Ekstrom and J. W. Woods. Two-dimensional spectral factorization with applications in recursive digital filtering. IEEE T. Acoust., Sp., and Sig. Proc., ASSP-24(2):115-128, April 1976.
10. J. M. Francos, A. Narasimhan, and J. W. Woods. Maximum Likelihood Parameter Estimation of the Harmonic, Evanescent and Purely Indeterministic Components of Discrete Homogeneous Random Fields. unpublished.
11. P. Brodatz. Textures: A Photographic Album for Artists and Designers. Dover, New York, 1966.
12. J. Mao and A. K. Jain. Texture classification and segmentation using multiresolution simultaneous autoregressive models. Patt. Rec., 25(2):173-188, 1992.
13. R. W. Picard and M. Gorkani. Finding perceptually dominant orientations in natural textures. Spatial Vision, special Julesz birthday issue. To Appear; also available as Percep. Comp. TR #229, MIT Media Laboratory, 1993.
14. R. W. Picard and T. Kabir. Finding similar patterns in large image databases. In Proc. ICASSP, pages V-161-V-164, Minneapolis, MN, 1993.
15. R. W. Picard, T. Kabir, and F. Liu. Real-Time Recognition with the Entire Brodatz Texture Database. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, pages 638-639, New York, June 1993.