Pattern Recognition and Image Processing in C++ (Paperback)

Dietrich Paulus

ISBN 10: 3528054913 / ISBN 13: 9783528054915

Edité par Friedrich Vieweg & Sohn Verlagsgesellschaft Mbh, Wiesbaden, 1995

A propos de cet article

Paperback. This work provides an instructive 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. It offers a comprehensive study of * image processing and image analysis, * basics of speech processing, * object~oriented programming, * software design, * and programming in C++. In the first part we introduce image processing, image analysis, programming tools, and the basics of C++. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

N° de réf. du vendeur 9783528054915

Détails bibliographiques

• Titre: Pattern Recognition and Image Processing in C++ (Paperback)
• Éditeur: Friedrich Vieweg & Sohn Verlagsgesellschaft Mbh, Wiesbaden
• Date de parution: 1995
• Langue: anglais
• ISBN à 10 chiffres: 3528054913
• ISBN à 13 chiffres: 9783528054915
• Reliure: Paperback
• État de l'article: new

A propos de ce titre

Synopsis

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.