Nonlinear filters for image processing

著者

書誌事項

Nonlinear filters for image processing

Edward R. Dougherty, Jaakko T. Astola [editors]

（SPIE/IEEE series on imaging science & engineering）

SPIE Optical Engineering Press, c1999

  • softcover

大学図書館所蔵 件 / 全12件

この図書・雑誌をさがす

注記

Includes bibliographical references and index

内容説明・目次

巻冊次

ISBN 9780780353855

内容説明

"This text covers key mathematical principles and algorithms for nonlinear filters used in image processing. Readers will gain an in-depth understanding of the underlying mathematical and filter design methodologies needed to construct and use nonlinear filters in a variety of applications. The 11 chapters explore topics of contemporary interest as well as fundamentals drawn from nonlinear filtering's historical roots in mathematical morphology and digital signal processing. This book examines various filter options and the types of applications for which they are best suited. The presentation is rigorous, yet accessible to engineers with a solid background in mathematics."

目次

Preface. Logical Image Operators (E. Dougherty & J. Barrera). Computational Gray-Scale Operators (E. Dougherty & J. Barrera). Translation-Invariant Set Operators (E. Dougherty). Granulometric Filters (E. Dougherty & Y. Chen) Easy Recipes for Morphological Filters (H. Heijmans). Introduction to Connected Operators (H. Heijmans). Representation and Optimization of Stack Filters (J. Astola & P. Kuosmanen). Invariant Signals of Median and Stack Filters (J. Astola & P. Kuosmanen). Binary Polynomial Transforms and Logical Correlation (K. Egiazarian, et al.). Applications of Binary Polynomial Transforms (K. Egiazarian, et al.). Random Sets in View of Image Filtering Applications (I. Molchanov). Index.
巻冊次

softcover ISBN 9780819430335

内容説明

This text covers key mathematical principles and algorithms for nonlinear filters used in image processing. Readers will gain an in-depth understanding of the underlying mathematical and filter design methodologies needed to construct and use nonlinear filters in a variety of applications. The 11 chapters explore topics of contemporary interest as well as fundamentals drawn from nonlinear filtering's historical roots in mathematical morphology and digital signal processing. This book examines various filter options and the types of applications for which they are best suited. The presentation is rigorous, yet accessible to engineers with a solid background in mathematics.

目次

  • Logical Image Operators, E.R. Dougherty and J. Barrera
  • Computational Gray-Scale Operators, E.R. Dougherty and J. Barrera
  • Translation-Invariant Set Operators, E.R. Dougherty
  • Granulometric Filters, E.R. Dougherty and Y. Chen
  • Easy Recipes for Morphological Filters, H.J.A.M. Heijmans
  • Introduction to Connected Operators, H.J.A.M. Heijmans
  • Representation and Optimization of Stack Filters, J.T. Astola and P. Kuosmanen
  • Invariant Signals of Median and Stack Filters, J.T. Astola and P. Kuosmanen
  • Binary Polynomial Transforms and Logical Correlation, K.O. Egiazarian et al
  • Applications of Binary Polynomial Transforms, K.O. Egiazarian et al
  • Random Sets in View of Image Filtering Applications, I.S. Molchanov.

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