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Nonlinear image processing [electronic resource] / editors, Sanjit K. Mitra, Giovanni L. Sicuranza.

Contributor(s): Mitra, Sanjit Kumar | Sicuranza, Giovanni L.
Material type: TextTextSeries: Academic Press series in communications, networking and multimedia: Publisher: San Diego, CA : Academic Press, c2001Description: 1 online resource (xv, 455 p.) : ill.ISBN: 9780125004510; 0125004516; 9780080512822 (electronic bk.); 0080512828 (electronic bk.).Subject(s): Image processing -- Digital techniques | Digital filters (Mathematics) | Traitement d'images -- Techniques num�eriques -- Math�ematiques | Th�eories non lin�eaires | Filtres num�eriques (Math�ematiques) | Computa�c�ao gr�afica | TECHNOLOGY & ENGINEERING -- Imaging SystemsGenre/Form: Electronic books. | Electronic books.Additional physical formats: Print version:: Nonlinear image processing.DDC classification: 621.36/7 Online resources: EBSCOhost
Contents:
1. "Analysis and Optimization of Weighted Order Statistics and Stack Filters" -- S. Siren, P. Kuosmainen, K. Egiazarian, M. Gabbouj and J. Astola -- 2. "Image Enhancement and Analysis with Weighted Medians" -- G. Arce and J.L. Paredes -- 3. "Spatial-Rank Order Selection Filters" -- R. Hardie and K. Barner -- 4. "Signal-Dependent Rank-Ordered Mean (SD-ROM) Filter" -- E. Abreu -- 5. "Nonlinear Mean Filters and Their Applications in Image Filtering and Edge Detection" -- M. Pappas and I. Pitas -- 6. "Two-Dimensional Teager Filters" -- S. Thurnhofer -- 7. "Polynomial and Rational Operators for Image Processing and Analysis" -- G. Ramponi -- 8. "Nonlinear Partial Differential Equations in Image Processing" -- G. Sapiro -- 9. "Region-Based Filtering of Images and Video Sequences: a Morphological Viewpoint" -- P. Salembier -- 10. "Differential Morphology" -- P. Maragos -- 11. "Coordinate Logic Filters" -- B.G. Mertzios and K. Tsirikolias -- 12. "Nonlinear Filters Based on Fuzzy Models" -- F. Russo -- 13. "Digital Halftoning" -- G. Arce and D. Lau -- 14. "Intrinsic Dimensionality: Nonlinear Image Operators and Higher Order Statistics" -- C. Zetzsche and G. Krieger.
Analysis and optimization of weighted order statistic and stack filters / S. Paltmen ... [et al.] -- Image enhancement and analysis with weighted medians / G. Arce and J. Paredes -- Spatial-rank order selection filters / K. Barner and R. Hardie -- Signal-dependent rank-ordered-mean (SD-ROM) filter / E. Aloreu -- Nonlinear mean filters and their applications in image filtering and edge detection / C. Kotropoulos, M. Pappas, and I. Pitas -- Two-dimensional teager filters / S. Thurnhofer -- Polynomial and rational operators for image processing and analysis / G. Ramponi -- Nonlinear partial differential equations in image processing / G. Sapiro -- Region-based filtering of images and video sequences : a morphological viewpoint / P. Salembeer -- Differential morphology / P. Maragos -- Coordinate logic filters : theory and applications in image analysis / B. Mertzios and K. Tsirikolias -- Nonlinear filters based on fuzzy models / T. Russo -- Digital halftoning / D. Lau and G. Arce -- Intrinsic dimensionality : nonlinear image operators and higher-order statistics / C. Zetzsche and G. Krieger.
Summary: 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. * Presents the latest developments in a variety of filter design techniques and algorithms * Contains essential information for development of Human Vision Systems (HVS) * Provides foundations for digital imaging and image capture technology.
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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. * Presents the latest developments in a variety of filter design techniques and algorithms * Contains essential information for development of Human Vision Systems (HVS) * Provides foundations for digital imaging and image capture technology.

1. "Analysis and Optimization of Weighted Order Statistics and Stack Filters" -- S. Siren, P. Kuosmainen, K. Egiazarian, M. Gabbouj and J. Astola -- 2. "Image Enhancement and Analysis with Weighted Medians" -- G. Arce and J.L. Paredes -- 3. "Spatial-Rank Order Selection Filters" -- R. Hardie and K. Barner -- 4. "Signal-Dependent Rank-Ordered Mean (SD-ROM) Filter" -- E. Abreu -- 5. "Nonlinear Mean Filters and Their Applications in Image Filtering and Edge Detection" -- M. Pappas and I. Pitas -- 6. "Two-Dimensional Teager Filters" -- S. Thurnhofer -- 7. "Polynomial and Rational Operators for Image Processing and Analysis" -- G. Ramponi -- 8. "Nonlinear Partial Differential Equations in Image Processing" -- G. Sapiro -- 9. "Region-Based Filtering of Images and Video Sequences: a Morphological Viewpoint" -- P. Salembier -- 10. "Differential Morphology" -- P. Maragos -- 11. "Coordinate Logic Filters" -- B.G. Mertzios and K. Tsirikolias -- 12. "Nonlinear Filters Based on Fuzzy Models" -- F. Russo -- 13. "Digital Halftoning" -- G. Arce and D. Lau -- 14. "Intrinsic Dimensionality: Nonlinear Image Operators and Higher Order Statistics" -- C. Zetzsche and G. Krieger.

Includes bibliographical references and index.

Analysis and optimization of weighted order statistic and stack filters / S. Paltmen ... [et al.] -- Image enhancement and analysis with weighted medians / G. Arce and J. Paredes -- Spatial-rank order selection filters / K. Barner and R. Hardie -- Signal-dependent rank-ordered-mean (SD-ROM) filter / E. Aloreu -- Nonlinear mean filters and their applications in image filtering and edge detection / C. Kotropoulos, M. Pappas, and I. Pitas -- Two-dimensional teager filters / S. Thurnhofer -- Polynomial and rational operators for image processing and analysis / G. Ramponi -- Nonlinear partial differential equations in image processing / G. Sapiro -- Region-based filtering of images and video sequences : a morphological viewpoint / P. Salembeer -- Differential morphology / P. Maragos -- Coordinate logic filters : theory and applications in image analysis / B. Mertzios and K. Tsirikolias -- Nonlinear filters based on fuzzy models / T. Russo -- Digital halftoning / D. Lau and G. Arce -- Intrinsic dimensionality : nonlinear image operators and higher-order statistics / C. Zetzsche and G. Krieger.

Description based on print version record.

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Nonlinear image processing ©2001
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