Pattern Recognition and Image Processing in C++
Published on 1. January 1995
Book
Paperback/Softback
357 pages
978-3-528-05491-5 (ISBN)
Description
Parts of this text were used for several years by students in a one~term under graduate course in computer science. The students had to prepare projects in small groups (2~4 students).1 This book emphasizes practical experience with image processing. It offers a comprehensive study of image processing and image analysis, basics of speech processing, object~oriented programming, software design, and programming in C++. The book is divided into four parts. In the first part we introduce image processing, image analysis, programming tools, and the basics of C++. In the second part we describe object~oriented programming in general and the possible applications of object~oriented concepts in C++. Several appli cations of object~oriented programming for image processing are discussed as well. The new features of C++ are introduced entirely through the use of examples. We cover the proper representation of the data that is a result of pattern analysis as well. The third part describes a complete system for image segmentation. Some of the material covered refers to the exercises found in the first and second parts: this verifies our belief that an image segmentation system of programs can be developed while simultaneously acquainting others to C++. We combine the data representation described in the second part with the algorithms that use and manipulate them here in the third part.
More details
Edition
Softcover reprint of the original 1st ed. 1995
Language
English
Place of publication
Wiesbaden
Germany
Publishing group
Vieweg & Teubner
Target group
Professional and scholarly
Research
Illustrations
120 s/w Abbildungen
357 p. 120 illus.
Dimensions
Height: 210 mm
Width: 148 mm
Thickness: 21 mm
Weight
486 gr
ISBN-13
978-3-528-05491-5 (9783528054915)
DOI
10.1007/978-3-322-87867-0
Schweitzer Classification
Other editions
Additional editions
Dietrich Paulus
Pattern Recognition and Image Processing in C++
E-Book
12/2012
Vieweg+Teubner Verlag
€117.69
Available for download
Content
I Introductions.- 1 Pattern Recognition.- 2 From C to C++.- 3 Software Development.- 4 Expressions, Statements, Functions.- 5 Classification and Pattern Analysis.- 6 Arrays and Pointers.- 7 Statistics for Pattern Recognition.- 8 C++ as a better C.- II Object-Oriented Pattern Analysis.- 9 Object-Oriented Programming.- 10 Classes in C++.- 11 Intensity Images.- 12 Inheritance in C++-Classes.- 13 Edge Detection and Edge Images.- 14 Class Libraries.- 15 Hierarchy of Picture Processing Objects.- 16 Spectral Features and Speech Processing.- III Pattern Recognition Algorithms.- 17 An Image Analysis System.- 18 Synthetic Signals and Images.- 19 Filtering and Smoothing Signals.- 20 Histogram Algorithms.- 21 Edge Images.- 22 Line Detection Algorithms.- 23 Chain Codes.- IV Appendix.- A Basics of C++.- A.1 History.- A.2 Identifier and Constants.- A.3 Basis Data Types in C and C++.- B Software Development Tools.- B.1 Groups and ID's with Unix.- B.2 Program Building with make.- B.3 The Use of Libraries.- B.4 Version and Access Control with rcs.- C Source Codes and Tools.- C.1 List of Tools.- C.2 How to get the sources.- C.3 X11.- C.4 Slides.- C.5 Addresses.- C.6 Headers and Source Files.- C.7 Dummy Definitions.- C.7.1 Listing of animals/dummy/Dictionary.h.- C.7.2 Listing of animals/dummy/OIOxdr.h.- C.7.3 Listing of animals/ dummy/Represent.h.- C.7.4 Listing of animals/dummy/SeqCltn.h.- C.7.5 Listing of animals/dummy/Set.h.- C.7.6 Listing of animals/dummy/dummies. C.- References.- Figures.- Tables.- Index for Exercises.