Welcome to the website for Theodoridis, Koutroumbas: Pattern Recognition, 4th Editionth Edition.
About this Companion Site
This is a companion site for Pattern Recognition
Proof of Equation
- Proof of Equation (268KB Adobe Acrobat file)
Pattern Recognition Demo
(prdemo ver 1.2)
This demo includes a set of MATLAB examples, associated with the book Pattern Recognition. The demo is being used only for educational purposes in the dept. of Informatics, University of Athens.
The (prdemo ver 1.2) includes two demonstrations
- a) Neural Networks : The purpose of this demo is to help the student to understand the use andbehavior of the backpropagation algorithm for training multilayer perceptrons.
- To run this demo you must have access to the Neural Network toolbox V3.0.
- b) Speech Recognition : The purpose of this demo is to help the student to grasp the basics of a speech recognition task, in the context of an isolated word recognition example.
- To run this demo you must have access to the Image and Signal processing toolbox.
- c) Support Vector Machines (SVMs) : The purpose of this demo is to help the student to understand the use andbehavior of a SVM algorithm for classification.
PCorUNIX USERSThe demo is compatible with Matlab versions 5.1 or higher andit is included in a single file.
Download MATLAB Demo
- Matlab demo instructions (24KB Microsoft Word document)
- prdemo (458KB Zip File)
- Speech seg (345KB Zip File)
The following files can be used in conjunction with figures 8.5, 8.6, and problem 8.3.
- images (91KB Zip File)
Powerpoint Lecture Slides
Information provided in this document is provided "as is" without warranty of any kind, either express or implied. Every effort has been made to ensure accuracy and conformance to standards accepted at the time of publication. The reader is advised to research other sources of information on these topics.
The user assumes the entire risk as to the accuracy and the use of this document. This document may be copied and distributed subject to the following conditions:
All text must be copied without modification and all pages must be included;
All copies must contain the appropriate copyright notice and any other notices provided therein; and
This document may not be distributed for profit.