Pattern recognition and image analysis / by Earl Gose, Richard Johnsonbaugh, Steve Jost.

By: Gose, EarlContributor(s): Johnsonbaugh, Richard, 1941- | Jost, SteveMaterial type: TextTextPublication details: New Delhi : Phi Learning, 2013Description: iii, 484 p. : ill. ; 24 cm. + 1 Compact Disc (4 3/4 in.)ISBN: 9788120314849(pbk)Subject(s): Optical pattern recognition | Image processing -- Statistical methods | Neural networks (Computer science)DDC classification: 006.4
Contents:
1. Introduction -- 2. Probability -- 3. Statistical Decision Making -- 4. Nonparametric Decision Making -- 5. Clustering -- 6. Artificial Neural Networks -- 7. Processing of Waveforms and Images -- 8. Image Analysis -- Appendix A: Matrix Algebra -- Appendix B: Pattern Recognition Using SAS.
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006.31 SOM-M 2011 606 Machine learning with SVM and other kernel methods / 006.33 GIA-E 1998 8739 Expert systems : 006.4 BEC-S 2011 2920 Speech recognition : 006.4 GOS-P 2013 3495 Pattern recognition and image analysis / 006.4 GOS-P 2013 9392 Pattern recognition and image analysis / 006.454 APT-S 2012 4073 Speech and audio processing/ 006.6 MUK-C 2010 4313 Computer graphics :

Includes bibliographical references (p. 465-468) and index.

1. Introduction -- 2. Probability -- 3. Statistical Decision Making -- 4. Nonparametric Decision Making -- 5. Clustering -- 6. Artificial Neural Networks -- 7. Processing of Waveforms and Images -- 8. Image Analysis -- Appendix A: Matrix Algebra -- Appendix B: Pattern Recognition Using SAS.

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