Classification methods for remotely sensed data [electronic resource] / Brandt Tso, Paul M. Mather.

By: Tso, Brandt [author.]Contributor(s): Mather, Paul MMaterial type: TextTextLanguage: English Publisher: Boca Raton : CRC Press, 2009Edition: Second editionDescription: 1 online resource (xix, 356 pages)ISBN: 9781420090741Subject(s): Pattern recognition systems | Remote sensingAdditional physical formats: Print version: : No titleDDC classification: 621.3678 LOC classification: G70.4 | .T784 2009Online resources: Click here to view.
Contents:
chapter 1 Remote Sensing in the Optical and Microwave Regions -- chapter 2 Pattern Recognition Principles -- chapter 3 3Chapter Artificial Neural Networks -- chapter 4 4Chapter Support Vector Machines -- chapter 5 5Chapter Methods Based on Fuzzy Set Theory -- chapter 6 6Chapter Decision Trees -- chapter 7 7Chapter Texture Quantization -- chapter 8 8Chapter Modeling Context Using Markov Random Fields -- chapter 9 9Chapter Multisource Classification.
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Includes bibliographical references (pages 317-347) and index.

chapter 1 Remote Sensing in the Optical and Microwave Regions -- chapter 2 Pattern Recognition Principles -- chapter 3 3Chapter Artificial Neural Networks -- chapter 4 4Chapter Support Vector Machines -- chapter 5 5Chapter Methods Based on Fuzzy Set Theory -- chapter 6 6Chapter Decision Trees -- chapter 7 7Chapter Texture Quantization -- chapter 8 8Chapter Modeling Context Using Markov Random Fields -- chapter 9 9Chapter Multisource Classification.

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