Texture synthesis-by-analysis with hard-limited Gaussian processes

IEEE Transactions on Image Processing

Volumn 7, Issue 11, 1998, Pages 1615-1621

  Jacovitti, Giovanni ^a   Neri, Alessandro ^b   Scarano, Gaetano ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b ROMA TRE UNIVERSITY   (Italy)

Author keywords

Bussgang deconvolution; Hard limiter; Image synthesis

Indexed keywords

APPROXIMATION THEORY; FEATURE EXTRACTION; IMAGE ENHANCEMENT; MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS; RANDOM PROCESSES; STATISTICAL METHODS; TWO DIMENSIONAL;

BUSSGANG DECONVOLUTION; HARD LIMITED GAUSSIAN PROCESS; IMAGE SYNTHESIS; LINEAR FILTER; ZERO MEMORY HISTOGRAM EQUALIZER;

IMAGE ANALYSIS;

EID: 0032202717     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.725369     Document Type: Article

References (22)

1. M. Porat and Y. Y. Zeevi, "Localized texture processing in vision: analysis and synthesis in the Gaborian space," IEEE Trans. Biomed. Eng., vol. 36, pp. 115-129, Jan. 1989.
2. A. C. Bovik, "Analysis of multichannel narrow-band filters for image texture segmentation," IEEE Trans. Signal Processing, vol. 39, pp. 2025-2043, Sept. 1991.
3. B. Julesz and R. Bergen, "Textons, the fundamental elements in preattentive vision and perception of textures," Bell Syst. Tech. J., vol. 62, pp. 1619-1645, Jul-Aug. 1983.
4. R. Chellappa and R. L. Kashyap, "Texture synthesis using 2-D noncausal autoregressive models," IEEE Trans. Acoust., Speech, Signal Processing, vol. 33, pp. 194-203, Feb. 1985.
5. R. M. Haralick, "Statistical and structural approaches to textures," IEEE Proc., vol. 67, pp. 610-621, 1979.
6. J. K. Tugnait, "Estimation of linear parametric models of non-Gaussian discrete random fields with applications to texture synthesis," IEEE Trans. Image Processing, vol. 3, pp. 109-127, Mar. 1994.
7. T. E. Hall and G. B. Giannakis, "Bispectral analysis and model validation of texture images," IEEE Trans. Image Processing, vol. 4, pp. 996-1009, July 1995.
8. J. A. Cadzow, D. M. Wilkes, R. A. Peter II, and X. Li, "Image texture synthesis-by-analysis using moving average models," IEEE Trans. Aerosp. Electron. Syst., vol. 29, pp. 1110-1121, Oct. 1993.
9. G. Jacovitti and A. Neri, "A Bayesian approach to 2D non minimum phase AR identification," in Proc. 5th IEEE ASSP Workshop on Spectrum Estimation and Modeling, Rochester, NY, Oct. 1990.
10. A. Neri, G. Jacovitti, and G. Scarano, "Texture synthesis with Buss-gang techniques," in Proc. IEEE Int. Conf. Image Processing, ICIP '95, Washington, DC, USA, Oct. 1995.
11. J. O. Van Vleck and D. Middleton, "The spectrum of clipped noise," Proc. IEEE, vol. 54, pp. 2-19, Jan. 1966.
12. Blind Deconvolution, S. Haykin, Ed. Englewood Cliffs, NJ: Prentice-Hall, 1991.
13. R. Godfrey and F. Rocca, "Zero-memory nonlinear deconvolution," Geophys. Prosp., vol. 29, pp. 189-228, 1981.
14. G. Jacovitti, A. Neri, and G. Scarano, "Complex reflectivity based non-minimum phase deconvolution," in Deconvolution and Inversion, M. Bernabini, Ed. Blackwell Scientific, 1987.
15. G. Jacovitti and A. Neri, "Estimation on the ACF of complex Gaussian stationary processes by amplitude clipped signals," IEEE Trans. Inform. Theory, vol. 40, pp. 239-245, Jan. 1994.
16. P. Campisi, A. Neri, and G. Scarano, "Synthesis-by-analysis of complex textures," in Proc. Europ. Signal Processing Conf., EUSIPCO'96, Trieste, Italy, Sept. 96.
17. C. Becchetti and P. Campisi, "Binomial linear predictive approach to texture modeling," in Proc. IEEE 13th. Int. Conf. Digital Signal Processing, Santorini, Greece, July 2-4, 1997.
18. J. M. Francos, A. Z. Meiri, and B. Porat, "A unified texture model based on a 2-D Wold-like decomposition," IEEE Trans. Acoust., Speech, Signal Processing, vol. 41, pp. 2665-2677, Aug. 1993.
19. J. M. Francos, A. Nara, and J. W. Woods, "Maximum likelihood parameter estimation of textures using a Wold-decomposition based model," IEEE Trans. Image Processing, vol. 4, pp. 1655-1666, Dec. 1995.
20. F. Liu and R. W. Picard, "Periodicity, directionality, and randomness, Wold features for image modeling and retrieval," IEEE Trans. Pattern Anal. Machine Intell., vol. 18, pp. 722-733, July 1996.
21. I. M. Elfadel and R. W. Picard, "Gibbs random fields, cooccurences, and texture modeling," IEEE Trans. Pattern Anal. Machine Intell., vol. 16, pp. 24-37, Jan. 1994.
22. P. Campisi, A. Neri, and G. Scarano, "Synthesis-by-analysis of colored textures," in Proc. IEE Conf. Image Processing and Its Applications, Dublin, Ireland, July 1997.