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Kernel Methods for Remote Sensing Data Analysis

Posted By: rolexmaya
Date: 9 Dec 2011 21:54:37
Kernel Methods for Remote Sensing Data Analysis

Kernel Methods for Remote Sensing Data Analysis
Wiley; 1 edition | December 15, 2009 | ISBN-10: 0470722118 | 434 pages | PDF | 5.4 Mb

Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard approach to many remote sensing applications. With algorithms that combine statistics and geometry, kernel methods have proven successful across many different domains related to the analysis of images of the Earth acquired from airborne and satellite sensors, including natural resource control, detection and monitoring of anthropic infrastructures (e.g. urban areas), agriculture inventorying, disaster prevention and damage assessment, and anomaly and target detection.
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