Ten Lectures on Statistical and Structural Pattern Recognition: 24 (Computational Imaging and Vision, 24) - Hardcover

Book 11 of 20: Computational Imaging and Vision

Schlesinger, M.I.; Hlavác, Václav

 
9781402006425: Ten Lectures on Statistical and Structural Pattern Recognition: 24 (Computational Imaging and Vision, 24)

Synopsis

This monograph explores the close relationship of various well-known pattern recognition problems that have so far been considered independent. These relationships became apparent with the discovery of formal procedures for addressing known problems and their generalisations. The generalised problem formulations were analysed mathematically and unified algorithms were found. The main scientific contribution of this book is the unification of two main streams in pattern recognition - statistical and structural. The material is presented in the form of ten lectures, each of which concludes with a discussion with a student.

"synopsis" may belong to another edition of this title.

Synopsis

This monograph explores the close relationship of various well-known pattern recognition problems that have so far been considered independent. These relationships became apparent with the discovery of formal procedures for addressing known problems and their generalisations. The generalised problem formulations were analysed mathematically and unified algorithms were found. The main scientific contribution of this book is the unification of two main streams in pattern recognition - the statistical one and the structural one. The material is presented in the form of ten lectures, each of which concludes with a discussion with a student. It provides new views and numerous original results in their field. Written in an easily accessible style, it introduces the basic building blocks of pattern recognition, demonstrates the beauty and the pitfalls of scientific research, and encourages good habits in reading mathematical text.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9789048160273: Ten Lectures on Statistical and Structural Pattern Recognition: 24 (Computational Imaging and Vision, 24)

Featured Edition

ISBN 10:  9048160278 ISBN 13:  9789048160273
Publisher: Springer, 2011
Softcover