Digital image processing
By: Bernd Jähne
Edition: 5th rev. and extended edition.
Series: Engineering online library; Engineering online library
Published: 2002
Language: eng
Number of pages: 585
ISBN-13: 9783662047811; 9783662047835
Subjects: Bildverarbeitung; Image processing; Image Processing, Computer-Assisted; Digital techniques
Description: This book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms. The fifth edition has been completely revised and extended. The most notable extensions include a detailed discussion on random variables and fields, 3-D imaging techniques and a unified approach to regularized parameter estimation. The complete.text of the book is now available on the accompanying CD-ROM. It is hyperlinked so that it can be used in a very flexible way. The CD-ROM contains a full set of exercises to all topics covered by this book and a runtime version of the image processing software heurisko. A large collection of images, image sequences, and volumetric images is available for practical exercises.
Notes: Includes bibliographical references (pages 563-573) and index.
Table of contents: title: I Foundation; title: 1 Applications and Tools; title: 2 Image Representation; title: 3 Random Variables and Fields; title: 4 Neighborhood Operations; title: 5 Multiscale Representation; title: II Image Formation and Preprocessing; title: 6 Quantitative Visualization; title: 7 Image Formation; title: 8 3-D Imaging; title: 9 Digitization, Sampling, Quantization; title: 10 Pixel Processing; title: III Feature Extraction; title: 11 Averaging; title: 12 Edges; title: 13 Simple Neighborhoods; title: 14 Motion; title: 15 Texture; title: IV Image Analysis; title: 16 Segmentation; title: 17 Regularization and Modeling; title: 18 Morphology; title: 19 Shape Presentation and Analysis; title: 20 Classification; title: V Reference Part; title: A Reference Material; title: B Notation.