Nonlinear Image Processing
Edited by Sanjit Mitra
Published on 15. September 2000
Book
Hardback
455 pages
978-0-12-500451-0 (ISBN)
Description
This state-of-the-art book deals with the most important aspects of non-linear imaging challenges. The need for engineering and mathematical methods is essential for defining non-linear effects involved in such areas as computer vision, optical imaging, computer pattern recognition, and industrial automation challenges.
Reviews / Votes
"The book considers the following filter families, with varying emphasis, according to popularity and impact in image processing tasks:honomorphic filters, relying on a generalized superposition principle
nonlinear mean filters, using nonlinear definitions of means
morphological filters, based on geometrical rather than analytical properties
order statistics filters, based on ordering properties of the input samples
polynomial filters, using polynomial expressions in the input and output samples
fuzzy filters, applying fuzzy reasoning to model the uncertainty typical of some image processing issues
nonlinear operations modeled in terms of nonlinear partial differential equations."
--IEEE SIGNAL PROCESSING MAGAZINE, January 2001
More details
Series
Language
English
Place of publication
San Diego
United States
Publishing group
Elsevier Science Publishing Co Inc
Target group
Professional and scholarly
Dimensions
Height: 254 mm
Width: 178 mm
Weight
1020 gr
ISBN-13
978-0-12-500451-0 (9780125004510)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Giovanni Sicuranza | Sanjit Mitra
Nonlinear Image Processing
E-Book
09/2000
Academic Press
€93.95
Available for download
Persons
Content
1. "Analysis and Optimization of Weighted Order Statistics and Stack Filters" S. Siren, P. Kuosmainen, K. Egiazarian, M. Gabbouj and J. Astola2. "Image Enhancement and Analysis with Weighted Medians"G. Arce and J. L. Paredes3. "Spatial-Rank Order Selection Filters"R. Hardie and K. Barner4. "Signal-Dependent Rank-Ordered Mean (SD-ROM) Filter"E. Abreu5. "Nonlinear Mean Filters and Their Applications in Image Filtering and Edge Detection"M. Pappas and I. Pitas6. "Two-Dimensional Teager Filters"S. Thurnhofer7. "Polynomial and Rational Operators for Image Processing and Analysis"G. Ramponi8. "Nonlinear Partial Differential Equations in Image Processing"G. Sapiro9. "Region-Based Filtering of Images and Video Sequences: a Morphological Viewpoint"P. Salembier10. "Differential Morphology"P. Maragos11. "Coordinate Logic Filters"B.G. Mertzios and K. Tsirikolias12. "Nonlinear Filters Based on Fuzzy Models"F. Russo13. "Digital Halftoning"G. Arce and D. Lau14. "Intrinsic Dimensionality: Nonlinear Image Operators and Higher Order Statistics"C. Zetzsche and G. Krieger