This book demonstrates the efficiency of the C++ programming language in the realm of pattern recognition and pattern analysis. It introduces the basics of software engineering, image and speech processing, as well as fundamental mathematical tools for pattern recognition. Step by step the C++ programming language is discribed. Each step is illustrated by examples based on challenging problems in image und speech processing. Particular emphasis is put on object-oriented programming and the implementation of efficient algorithms. The book proposes a general class hierarchy for image segmentation. The essential parts of an implementation are presented. An object-oriented system for speech classification based on stochastic models is described.

Applied Pattern Recognition: A Practical Introduction to Image and Speech Processing in C++

Paulus, Dietrich W. R.

Hornegger, Joachim

Vieweg

This book demonstrates the efficiency of the C++ programming language in the realm of pattern recognition and pattern analysis. For this 3rd edition, new features of the C++ language were integrated and their relevance for image and speech processing is discussed. The description of the STL library was extended and STL is now used in many places in the book. The chapters 23 and 24 can now be used to build complete systems and give hints for further extensions. The book is divided into four parts. After an introduction to programming and software engineering, the required basics of image and speech processing are given. Statistics and mathematics is explained as required. The second part threats C++ as an object-oriented language and introduces it through examples. In the third part the examples of the first and second part are combined to form an image segmentation and word recognition system. All relevant features of the C++ language are thus introduced with direct relation to the tasks in image and speech processing.

Computers & Technology

Programming Languages

Friedrick Vieweg & Son

See the best price to sell, buy, or rent books by Paulus, Dietrich W. R.. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Paulus, Dietrich W. R.

See the best price to sell, buy, or rent books by Paulus, Dietrich W. R.. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Applied Pattern Recognition: A Practical Introduction to Image and Speech Processing in C++

Applied Pattern Recognition: A Practical Introduction to Image and Speech Processing in C++