Hierarchical annealing for scientific models

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2004, Pages

  Alexander, S K ^a   Fieguth, P ^a   Vrscay, E R ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; CORRELATION METHODS; IMAGE PROCESSING; MARKOV PROCESSES; MATHEMATICAL MODELS; PROBABILITY; SAMPLING;

HIERARCHICAL ANNEALING; IMAGE SYNTHESIS; MARKOV RANDOM FIELDS (MRF); POROUS MEDIA IMAGES;

SIMULATED ANNEALING;

EID: 4544220739     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Z. Liang, M.A. Ioannidis, and I Chatzis, "Reconstruction of 3d porous media using simulated annealing," in Computational Methods in Water Resources XIII, Bentley et al., Ed., Balkema, Rotterdam, 2000.
2. M. S. Talukdar, O. Torsaeter, and M. A. Ioannidis, "Stochastic recontruction of particulate media from two-dimensional images," Journal of Colloid and Interface Science, vol. 248, pp. 419-428, 2002.
3. S. Geman and D. Geman, "Stochastic relaxation, gibbs distributions, and the bayesian restoration of images," IEEE Trans. on PAMI, vol. 6, pp. 721-741, 1984.
4. Z. Kato, M. Berthod, and J. Zerubia, "A hierarchical markov random field model...," GMIP, vol. 58, no. 1, pp. 18-37, 1996.
5. C. Bouman and M. Shapiro, "A multiscale random field model for bayesian image segmentation," Image Processing, vol. 3, no. 2, pp. 162-177, March 1994.
6. B. Gidas, "A renormalization group approach to image processing problems," IEEE Trans. on PAMI, vol. 11, no. 2, pp. 164-180, 1989.
7. S. K. Alexander, P. Fieguth, and E. R. Vrscay, "Hierarchical annealing for random image synthesis," in EMM-CVPR'03. 2003, number 2683 in LNCS, Springer.
8. S. K. Alexander, P. Fieguth, and E. R. Vrscay, "Image sampling by hierarchical annealing," in ICIP'03. IEEE, 2003.