Estimation of morphological degradation model parameters

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

Volumn 3, Issue , 2001, Pages 1961-1964

  Kanungo, T ^a   Zheng, Q ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

Document degradation models; Kolmogorov Smirnov; Mathematical morphology; Model validation; Nelder Mead; Optimization; Parameter estimation; Simplex

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; MATHEMATICAL MODELS; MATHEMATICAL MORPHOLOGY; OPTIMIZATION; PARAMETER ESTIMATION;

BINARY IMAGE DEGRADATION MODELS; DOCUMENT IMAGE DEGRADATION MODELS; IMAGE RESTORATION ALGORITHMS; PARAMETER ESTIMATION ALGORITHMS;

IMAGE PROCESSING;

EID: 0034857819     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Document image defect models
2. Document image quality: Making fine discriminations
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4. Morphological degradation parameter estimation
5. A statistical, nonparametric methodology for document degradation model validation
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7. Global and local document degradation models
8. Nonlinear local and global document degradation models
9. Validation of document defect models
10. The Kolmogorov-Smirnov test for goodness
11. A simplex method for function minimization
12. A two-state Markov chain model of degraded document images