Matching statistical object models to real images

Proceedings of SPIE-The International Society for Optical Engineering

Volumn 4686, Issue , 2002, Pages 37-42

  Kupinski, Matthew A ^a   Clarkson, Eric ^a,b   Barrett, Harrison H ^a  

^a UNIVERSITY OF ARIZONA   (United States)

^b University of Arizona   (United States)

Author keywords

Hardware optimization; Image quality; Object statistics

Indexed keywords

COMPUTER SIMULATION; IMAGE ANALYSIS; IMAGE QUALITY; MATHEMATICAL MODELS; OPTIMIZATION; STATISTICAL METHODS;

STATISTICAL OBJECTS;

IMAGING SYSTEMS;

EID: 0036029487     PISSN: 0277786X     EISSN: None     Source Type: Journal    
DOI: 10.1117/12.462690     Document Type: Article

References (7)

1. H.H. Barrett, "Objective assessment of image quality: Effects of quantum noise and object variability," Journal of the Optical Society of America A 7(7), pp. 1266-1278, 1990.
2. M. Crouse, R. Nowak, and R. Baraniuk, "Wavelet-based statistical signal processing using hidden markov models," IEEE transactions on signal processing 46(4), pp. 886-903, 1998.
3. E.P. Simoncelli and B. Olshausen, "Natural image statistics and neural representation," Annual review of neuroscience 24, pp. 1193-1217, 2001.
4. S.C. Zhu, Y. Wu, and D. Mumford, "Filters, random fields and maximum entropy (FRAME)," International Journal of Computer Vision 27(2), pp. 1-20, 1998.
5. C.K. Abbey and H.H. Barrett, "Human- and model-observer performance in ramp-spectrum noise: Effects of regularization and object variability," Journal of the Optical Society of America A 18, pp. 473-488, 2001.
6. H.H. Barrett, C. Abbey, B. Gallas, and M. Eckstein, "Stabilized estimates of hotelling-observer detection performance in patient-structured noise," in SPIE Medical Imaging: Image Perception, H.L. Kundel, ed., 3340, pp. 27-43, SPIE, 1998.
7. J.P. Rolland and H.H. Barrett, "Effect of random background inhomogeneity on observer detection performance," Journal of the Optical Society of America A 9, pp. 649-658, 1992.