Pattern Recognition of Images and Speech in C++

Dietrich Paulus (Autor)

Buch | Softcover

XIV, 403 Seiten

1997
Vieweg & Teubner (Verlag)
9783528055585 (ISBN)

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This work provides an introduction into applications and problems from

the broad field of pattern recognition. It describes basic topics and

the required mathematical background of image and speech processing.

Algorithms and data structures for filtering, feature extraction,

segmentation and classification are discussed, introducing and

demonstrating different C++ concepts. The practice of object-oriented

programming is illustrated by a step-wise development of a complete

class library for image processing.

Part 1 Introductions: pattern recognition; from C to C++; software

development; expressions, statements, functions; classification and

pattern analysis; arrays and pointers; statistics for pattern

recognition; C++ as a better C. Part 2 Object-oriented pattern

analysis: object-oriented programming; classes in C++; intensity images;

inheritance in C++-classes; edge detection and edge images; class

libraries; hierarchy of picture processing objects; spectral features

and speech processing. Part 3 Pattern recognition algorithms: an image

analysis system; synthetic signals and images; filtering and smoothing

signals; histogram algorithms; edge images; line detection algorithms;

chain codes. Appendices: basics of C++; software development tools;

source codes and tools.

Erscheint lt. Verlag	1.1.1997
Reihe/Serie	Vieweg Advanced Studies in Computer Science
Zusatzinfo	XIV, 403 p. 95 illus.
Verlagsort	Wiesbaden
Sprache	englisch
Maße	155 x 235 mm
Gewicht	632 g
Themenwelt	Mathematik / Informatik ► Informatik ► Betriebssysteme / Server
Themenwelt	Mathematik / Informatik ► Informatik ► Software Entwicklung
Schlagworte	C++ programming language • Pattern • pattern recognition
ISBN-13	9783528055585 / 9783528055585
Zustand	Neuware