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Interpreting Images with GeoDMA Thales Sehn Korting – [email protected] Leila Fonseca – [email protected] Gilberto Câmara – [email protected]

Interpreting Images with GeoDMA Thales Sehn Korting – [email protected] Leila Fonseca – [email protected] Gilberto Câmara – [email protected]

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Page 1: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Interpreting Images with GeoDMA

Thales Sehn Korting – [email protected] Fonseca – [email protected]

Gilberto Câmara – [email protected]

Page 2: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Geographical Data Mining Analyst

• Brazil’s National Institute for Space Research– Image Processing Division

• Free Software• TerraLib, C++• Data Mining applied to Remote Sensing

Page 3: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Interpretation Model

Page 4: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Interpretation Model

Page 5: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Interpretation Model

Page 6: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Interpretation Model

Page 7: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

ApplicationsIntra-Urban Land Cover Classification

Page 8: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

ApplicationsDeforestation changes in the Amazon Forest

Page 9: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Conclusion

• Background• Preprocessing• Data Mining• Knowledge Construction

http://www.dpi.inpe.br/geodma/

GeoDMA

Page 10: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

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Page 11: Interpreting Images with GeoDMA Thales Sehn Korting – tkorting@dpi.inpe.br Leila Fonseca – leila@dpi.inpe.br Gilberto Câmara – gilberto@dpi.inpe.br

Interpreting Images with GeoDMA

Thales Sehn Korting – [email protected] Fonseca – [email protected]

Gilberto Câmara – [email protected]