Concepedia

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

John Richard Otukei, Thomas Blaschke

International Journal of Applied Earth Observation and Geoinformation · 2009 · 752 citations · 29 references

Concepts

Natural ResourcesGeoinformaticsLandscape Change DetectionLandscape Pattern AnalysisRemote SensingChange DetectionLand Cover Change DetectionLand Cover ClassificationLand UseLand Use Change DetectionSupport Vector MachinesLand Change DetectionLand Cover AssessmentLand Cover Change ModelingLand-cover ChangeMaximum Likelihood ClassificationMaximum Likelihood EstimatorSpatial Change QuantificationSupport Vector Machine Classification

References

29

Remote Sensing and Image Interpretation

John Wright, T. M. Lillesand, R. W. Kiefer · Geographical Journal · 1980 · 7.3K citations

Computing, Earth Sciences, Geoinformatics +14

An overview of statistical learning theory

Vladimir Vapnik · IEEE Transactions on Neural Networks · 1999 · 6.2K citations

Computing, Computer Science, Mathematics +10

Programs for Machine Learning

Steven L. Salzberg, Alberto M. Segre · 1994 · 5.8K citations

Computing, Computer Science, Algorithms +6

Status of land cover classification accuracy assessment

Giles M. Foody · Remote Sensing of Environment · 2002 · 4.5K citations

Natural Resources, Earth Sciences, Geoinformatics +12

A survey of image classification methods and techniques for improving classification performance

Dengsheng Lu, Qihao Weng · International Journal of Remote Sensing · 2007 · 3.4K citations

Computing, Geoinformatics, Geographic Information Science +16