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Digital Image Processing
A Signal Processing and Algorithmic Approach
Buch von Sundararajan D.
Sprache: Englisch

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Beschreibung
This book offers readers an essential introduction to the fundamentals of digital image processing. Pursuing a signal processing and algorithmic approach, it makes the fundamentals of digital image processing accessible and easy to learn. It is written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures and detailed explanations. Each concept is developed from the basic principles and described in detail with equal emphasis on theory and practice. The book is accompanied by a companion website that provides several MATLAB programs for the implementation of image processing algorithms. The book also offers comprehensive coverage of the following topics: Enhancement, Transform processing, Restoration, Registration, Reconstruction from projections, Morphological image processing, Edge detection, Object representation and classification, Compression, and Color processing.
This book offers readers an essential introduction to the fundamentals of digital image processing. Pursuing a signal processing and algorithmic approach, it makes the fundamentals of digital image processing accessible and easy to learn. It is written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures and detailed explanations. Each concept is developed from the basic principles and described in detail with equal emphasis on theory and practice. The book is accompanied by a companion website that provides several MATLAB programs for the implementation of image processing algorithms. The book also offers comprehensive coverage of the following topics: Enhancement, Transform processing, Restoration, Registration, Reconstruction from projections, Morphological image processing, Edge detection, Object representation and classification, Compression, and Color processing.
Über den Autor

Dr. D. Sundararajan obtained his Ph.D. in Electrical Engineering at Concordia University, Montreal, Canada in 1988. He is the author of four books. As the principal inventor of the latest family of discrete Fourier transform (DFT) algorithms, he holds three patents (which have been granted by the US, Canada and Britain). Further, he has published several papers in IEEE Transactions and in the Proceedings of IEEE Conference. He has taught undergraduate and graduate classes in digital signal processing, digital image processing, engineering mathematics, programming, operating systems and digital logic design at Concordia University, Canada, Nanyang Technological University, Singapore, and Adhiyamaan College of Engineering, India. He has conducted workshops on Digital image processing, MATLAB and LaTeX.

Over the course of his engineering career, he has held positions at the National Aerospace Laboratory, Bangalore, and the National Physical Laboratory, New Delhi, where he worked on the design of digital and analog signal processing systems. Dr. Sundararajan holds a B.E. in Electrical Engineering from Madras University and an M.Tech in Electrical Engineering from the Indian Institute of Technology Chennai (IIT Chennai).

Zusammenfassung

Makes the fundamentals of digital image processing easy to learn, using a signal processing and algorithmic approach

Written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures, and detailed explanations

Provides detailed information on each concept, developed from basic principles

Gives equal emphasis to theory and practice

Features a companion website that provides several MATLAB programs for the implementation of image processing algorithms

Inhaltsverzeichnis

Chapter 1. Introduction.- Chapter 2. Image Enhancement in the Spatial Domain.- Chapter 3. Fourier Analysis.- Chapter 4. Image Enhancement in the Frequency Domain.- Chapter 5. Image Restoration.- Chapter 6. Geometric Transformations and Image Registration.- Chapter 7. Image Reconstruction from Projections.- Chapter 8. Morphological Image Processing.- Chapter 9. Edge Detection.- Chapter 10. Segmentation.- Chapter 11. Object Description.- Chapter 12. Object Classi¿cation.- Chapter 13. Image Compression.- Chapter 14. Color Image Processing.

Details
Erscheinungsjahr: 2017
Fachbereich: Anwendungs-Software
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 468
Inhalt: xvii
468 S.
165 s/w Illustr.
17 farbige Illustr.
468 p. 182 illus.
17 illus. in color.
ISBN-13: 9789811061127
ISBN-10: 9811061122
Sprache: Englisch
Herstellernummer: 978-981-10-6112-7
Einband: Gebunden
Autor: D., Sundararajan
Hersteller: Springer Singapore
Springer-Verlag GmbH
Abbildungen: 150 schwarz-weiße und 30 farbige Abbildungen, Bibliographie
Maße: 241 x 160 x 30 mm
Von/Mit: Sundararajan D.
Erscheinungsdatum: 02.11.2017
Gewicht: 0,981 kg
preigu-id: 110406449
Über den Autor

Dr. D. Sundararajan obtained his Ph.D. in Electrical Engineering at Concordia University, Montreal, Canada in 1988. He is the author of four books. As the principal inventor of the latest family of discrete Fourier transform (DFT) algorithms, he holds three patents (which have been granted by the US, Canada and Britain). Further, he has published several papers in IEEE Transactions and in the Proceedings of IEEE Conference. He has taught undergraduate and graduate classes in digital signal processing, digital image processing, engineering mathematics, programming, operating systems and digital logic design at Concordia University, Canada, Nanyang Technological University, Singapore, and Adhiyamaan College of Engineering, India. He has conducted workshops on Digital image processing, MATLAB and LaTeX.

Over the course of his engineering career, he has held positions at the National Aerospace Laboratory, Bangalore, and the National Physical Laboratory, New Delhi, where he worked on the design of digital and analog signal processing systems. Dr. Sundararajan holds a B.E. in Electrical Engineering from Madras University and an M.Tech in Electrical Engineering from the Indian Institute of Technology Chennai (IIT Chennai).

Zusammenfassung

Makes the fundamentals of digital image processing easy to learn, using a signal processing and algorithmic approach

Written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures, and detailed explanations

Provides detailed information on each concept, developed from basic principles

Gives equal emphasis to theory and practice

Features a companion website that provides several MATLAB programs for the implementation of image processing algorithms

Inhaltsverzeichnis

Chapter 1. Introduction.- Chapter 2. Image Enhancement in the Spatial Domain.- Chapter 3. Fourier Analysis.- Chapter 4. Image Enhancement in the Frequency Domain.- Chapter 5. Image Restoration.- Chapter 6. Geometric Transformations and Image Registration.- Chapter 7. Image Reconstruction from Projections.- Chapter 8. Morphological Image Processing.- Chapter 9. Edge Detection.- Chapter 10. Segmentation.- Chapter 11. Object Description.- Chapter 12. Object Classi¿cation.- Chapter 13. Image Compression.- Chapter 14. Color Image Processing.

Details
Erscheinungsjahr: 2017
Fachbereich: Anwendungs-Software
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 468
Inhalt: xvii
468 S.
165 s/w Illustr.
17 farbige Illustr.
468 p. 182 illus.
17 illus. in color.
ISBN-13: 9789811061127
ISBN-10: 9811061122
Sprache: Englisch
Herstellernummer: 978-981-10-6112-7
Einband: Gebunden
Autor: D., Sundararajan
Hersteller: Springer Singapore
Springer-Verlag GmbH
Abbildungen: 150 schwarz-weiße und 30 farbige Abbildungen, Bibliographie
Maße: 241 x 160 x 30 mm
Von/Mit: Sundararajan D.
Erscheinungsdatum: 02.11.2017
Gewicht: 0,981 kg
preigu-id: 110406449
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