|
PATTERN RECOGNITION INFORMATION |
|
Books (and some slides) |
|
| Pattern Classification (2nd ed.)
(2000) by Richard O. Duda, Peter E. Hart and David G. Stork |
http://rii.ricoh.com/~stork/DHS.html |
| Introducción a
la Minería de Datos (2004) José Hernández Orallo, M.José Ramírez Quintana, Cèsar Ferri Ramírez |
http://www.dsic.upv.es/~flip/LibroMD/ |
| Statistical Pattern Recognition. Second Edition, (2002) Andrew R. Webb. |
http://www.statistical-pattern-recognition.net/ |
|
Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations,(1999) Ian H. Witten, Eibe Frank |
|
|
Machine Learning, (1997) Tom Mitchell, McGraw Hill |
|
| Kernel Methods for Pattern Analysis
(2004) John Shawe-Taylor & Nello Cristianini |
http://www.kernel-methods.net/description.html |
|
E-Books |
|
|
Algorithms for Clustering Data (1988) A. K. Jain, R. C. Dubes, previously published by Prentice-Hall.
|
|
| CS-449: Neural Networks (Course) | http://www.willamette.edu/~gorr/classes/cs449/intro.html |
|
Webpages |
|
| The Pattern Recognition Files | http://www.ph.tn.tudelft.nl/PRInfo/index.html |
| General Links to Pattern Recognition | http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html |
| Paper on Face Recognition | http://mmlab.ie.cuhk.edu.hk/~wxg/paper/facepaper.htm |
|
Similar courses in other universities |
|
| Pattern Recognition and Analysis, Michigan State University, Instructor: Dr. Anil K. Jain | http://www.cse.msu.edu/~cse802/ |
|
Software |
|
| WEKA -> Weka 3: Data Mining Software in Java | http://www.cs.waikato.ac.nz/~ml/weka/index.html |
| FastICA | http://www.cis.hut.fi/projects/ica/fastica/index.shtml |
| NMF code | http://www.cs.helsinki.fi/u/phoyer/ |
| SOM toolbox | http://www.cis.hut.fi/projects/somtoolbox/ |
| Computing eigenfaces with Matlab | http://ai.ucsd.edu/Tutorial/matlab.html |
|
COMPUTER VISION INFORMATION |
|
Books |
|
|
Digital Image Processing (2001) Gonzalez, Woods, Eddins Digital Image Processing using Matlab (2004) Gonzalez, Woods, Eddins |
http://www.imageprocessingbook.com/index_dip2e.htm |
|
E-Books |
|
| CVonline - a free computer vision "encyclopedia" | http://homepages.inf.ed.ac.uk/rbf/CVonline/ |
|
Computer Vision (1982) D. Ballard and C. Brown, previously published by Prentice-Halldaidb. |
Computer Vision |
|
Intelligent Vision Systems for Industry (1997) B.G. Batchelor and P.F. Whelan, , previously published by Springer-Verlag. |
Intelligent Vision Systems for Industry |
|
From Surface To Objects: Computer Vision and Three Dimensional Scene Analysis (1989) R. B. Fisher, previously published by John Wiley and Sons. |
From Surface To Objects- Computer Vision and Three Dimensional Scene Analysis |
|
Webpages |
|
| The Computer Vision Homepage | http://www-2.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html |
|
Software |
|
| Open CV | http://www.intel.com/research/mrl/research/opencv/ |
| Links to Computer Vision Software | http://www-2.cs.cmu.edu/~cil/v-source.html |
|
Miscellaneous |
|
| Sistema Titere | http://titere.umh.es/menu.html |
02/09/2005