Overview
- Outlines a unified approach to supervised pattern classification and model-based occluded object recognition
- Presents an innovative, new interpretation of multidimensional fuzzy implication (MFI) and fuzzy pattern vector (FPV)
- Provides a detailed guide to a completely independent design methodology, developed and tested on a unified framework
- Includes supplementary material: sn.pub/extras
- Includes supplementary material: sn.pub/extras
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (7 chapters)
Keywords
About this book
Reviews
From the reviews:
“This book addresses the use of soft computing techniques for pattern recognition problems, starting with an interesting overview of how the conventional approach to pattern recognition differs from the soft computing approach. … The book achieves a well-balanced treatment of theory, mathematics, and applications. Each chapter has a good number of references, and … each includes interesting experimental results. … this book would be useful for research scholars and scientists working in the field of pattern recognition.” (S. Ramakrishnan, Computing Reviews, March, 2013)
“The book presents the research work of the author regarding soft computing methods, such as fuzzy relational calculus, genetic algorithms and neural networks, for the tasks of pattern classification and occluded object recognition. … The entire methodology is thoroughly tested on real-world applications and addresses researchers in pattern classification and computer vision.” (Catalin Stoean, Zentralblatt MATH, Vol. 1260, 2013)
Authors and Affiliations
Bibliographic Information
Book Title: Soft Computing Approach to Pattern Classification and Object Recognition
Book Subtitle: A Unified Concept
Authors: Kumar S. Ray
DOI: https://doi.org/10.1007/978-1-4614-5348-2
Publisher: Springer New York, NY
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Science+Business Media New York 2012
Hardcover ISBN: 978-1-4614-5347-5Published: 06 October 2012
Softcover ISBN: 978-1-4899-9010-5Published: 09 November 2014
eBook ISBN: 978-1-4614-5348-2Published: 05 October 2012
Edition Number: 1
Number of Pages: XII, 176
Topics: Image Processing and Computer Vision, Signal, Image and Speech Processing, Artificial Intelligence