书目名称 | Progress in Pattern Recognition |
编辑 | Sameer Singh,Maneesha Singh |
视频video | |
概述 | Proceedings of the 2007 Workshop on Advances in Pattern Recognition |
丛书名称 | Advances in Computer Vision and Pattern Recognition |
图书封面 |  |
描述 | Overview andGoals Pattern recognition has evolved as a mature field of data analysis and its practice involves decision making using a wide variety of machine learning tools. Over the last three decades, substantial advances have been made in the areas of classification, prediction, optimisation and planning algorithms. Inparticular, the advances made in the areas of non-linear classification, statistical pattern recognition, multi-objective optimisation, string matching and uncertainty management are notable. These advances have been triggered by the availability of cheap computing power which allows large quantities of data to be processed in a very short period of time, and therefore developed algorithms can be tested easily on real problems. The current focus of pattern recognition research and development is to take laboratory solutions to commercial applications. The main goal of this book is to provide researchers with some of the latest novel techniques in the area of pattern recognition, and to show the potential of such techniques on real problems. The book will provide an excellent background to pattern recognition students and researchers into latest algorithms for patt |
出版日期 | Conference proceedings 2007Latest edition |
关键词 | algorithms; biometrics; classification; image processing; multimedia; pattern recognition |
版次 | 1 |
isbn_softcover | 978-1-84996-683-2 |
issn_series | 2191-6586 |
copyright | Springer-Verlag London 2007 |