Pattern Recognition of Images and Speech in C++
Vieweg & Teubner (Verlag)
978-3-528-05558-5 (ISBN)
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 |
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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 |
Mathematik / Informatik ► Informatik ► Software Entwicklung | |
Schlagworte | C++ programming language • Pattern • pattern recognition |
ISBN-10 | 3-528-05558-8 / 3528055588 |
ISBN-13 | 978-3-528-05558-5 / 9783528055585 |
Zustand | Neuware |
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