An Introduction to Nonlinear Image Processing - Couverture souple

Dougherty, Edward R.; Astola, Jaakko

 
9780819415608: An Introduction to Nonlinear Image Processing

Synopsis

From a strict semantic point of w, nonlinear image processing encompasses all image processing that is not based on linear operators; however, from a practical, evolutionary point of w, the name itself is usually associated with the study of nonlinear filters, mainly the deterministic and nondeterministic ysis and design of logic-based operators. This Tutorial Text volume explores logic-based operators with emphasis on representation, design, and statistical optimization of nonlinear filters. Contents: - Basic Binary Operations- Binary Filtering with Opening and Closing - Representation of Binary Operators- Gray-Scale Morphological Operators - Median and Order Statistics - Stack Filters - Statistical Properties of Median-type and Stack Filters - Optimization of Weighted Median Filters - Optimal Binary Filters - Some Partiar Nonlinear Filters

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