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METHOD OF ERROR ASSESSMENT IN IMAGE CLASSIFICATION

Bartonek, Dalibor, Bures, Jiri, Opatrilova, Irena, Vitula, Alexej

First published: 2014-06-20https://doi.org/10.5593/sgem2014/b23/s11.095View metrics

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Title
METHOD OF ERROR ASSESSMENT IN IMAGE CLASSIFICATION
Authors
Bartonek, Dalibor, Bures, Jiri, Opatrilova, Irena, Vitula, Alexej
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 14th SGEM GeoConference on INFORMATICS, GEOINFORMATICS AND REMOTE SENSING
Publisher
Stef92 Technology
Year
2014
Pages
Not available yet
ISSN
1314-2704
ISBN
978-619-7105-12-4
Language
en
Publication type
Conference Paper
References24

  1. Bureš, J., Bartoněk, D., Opatřilová, I.: Data analysis of surfaces above RWE gas pipelines in the Czech Republic. Final report. Project AdMaS ED2.1.00/03.0097 Nr. HS12357021212200, 2013.

  2. Pupin, A., M., M., M.; Alves, S., D.; Friedrich, T., R., B.; Ferreira, S., A.. Area- based and location-based validation of classified image objects. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 28, pp. 117-130, 2014.

  3. da Silva, A., Q.; Paradella, W., R.; Freitas, C., C.; Oliveira, C., G. Improving the impervious surface estimation with combined use of optical and SAR remote sensing images. REMOTE SENSING OF ENVIRONMENT, pp. 155-167, 2014.

  4. Debes, C.; Weiss, C.; Zoubir, A., M. Development and assessment of a 250 m spatial resolution MODIS annual land cover time series (2000-2011) for the forest region of Canada derived from change-based updating. REMOTE SENSING OF ENVIRONMENT 140, pp.731-743, 2014.

  5. Gray, J.; Song, C. A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. COMPUTERS IN BIOLOGY AND MEDICINE 43, 12, pp.2263-2277, 2013.

  6. Iiames, J., S.; Congalton, R., G.; Lunetta, R., S.; Brenning, A. Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (Central Chile, 1975-2010). REMOTE SENSING OF ENVIRONMENT 137, pp. 112-123, 2013.

  7. Johnson, D., M. Comparison between pixel- and object-based image classification of a tropical landscape using Systeme Pourl' Observation de la Terre-5 imagery. JOURNAL OF APPLIED REMOTE SENSING 7, 2013.

  8. Puertas, L.; Brenning, O.;Meza, A., J. Estimating area from an accuracy assessment error matrix. REMOTE SENSING OF ENVIRONMENT 132, pp.202 -211, 2013.

  9. Makarau, A.; Palubinskas, G.; Reinartz, P. Modelling habitat suitability for alpine rock ptarmigan (Lagopus muta helvetica) combining object-based classification of IKONOS imagery and Habitat Suitability Index modeling. ECOLOGICAL MODELLING 254, pp. 22-32, 2013.

  10. Mouelhi, A.; Sayadi, M.; Fnaiech, F.; Mrad, K.; Ben R., Khaled. P. Alphabet - Based Multisensory Data Fusion and Classification Using Factor Graphs. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 6, 2, pp. 969-990, 2013.

  11. Zhong, L.; Gong, P.; Biging, G., S. Segmentation and thematic classification of color orthophotos over non-compressed and JPEG 2000 compressed images. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 15, SI, pp. 92-104, 2012.

  12. Searcóid, M, O.: Metric Spaces, Springer Undergraduate Mathematics Series, 2006, ISBN 1-84628-369-8.

  13. Bureš, J., Bartoněk, D., Opatřilová, I.: Data analysis of surfaces above RWE gas pipelines in the Czech Republic. Final report. Project AdMaS ED2.1.00/03.0097 Nr. HS12357021212200, 2013.

  14. Pupin, A., M., M., M.; Alves, S., D.; Friedrich, T., R., B.; Ferreira, S., A.. Area- based and location-based validation of classified image objects. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 28, pp. 117-130, 2014.

  15. da Silva, A., Q.; Paradella, W., R.; Freitas, C., C.; Oliveira, C., G. Improving the impervious surface estimation with combined use of optical and SAR remote sensing images. REMOTE SENSING OF ENVIRONMENT, pp. 155-167, 2014.

  16. Debes, C.; Weiss, C.; Zoubir, A., M. Development and assessment of a 250 m spatial resolution MODIS annual land cover time series (2000-2011) for the forest region of Canada derived from change-based updating. REMOTE SENSING OF ENVIRONMENT 140, pp.731-743, 2014.

  17. Gray, J.; Song, C. A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. COMPUTERS IN BIOLOGY AND MEDICINE 43, 12, pp.2263-2277, 2013.

  18. Iiames, J., S.; Congalton, R., G.; Lunetta, R., S.; Brenning, A. Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (Central Chile, 1975-2010). REMOTE SENSING OF ENVIRONMENT 137, pp. 112-123, 2013.

  19. Johnson, D., M. Comparison between pixel- and object-based image classification of a tropical landscape using Systeme Pourl' Observation de la Terre-5 imagery. JOURNAL OF APPLIED REMOTE SENSING 7, 2013.

  20. Puertas, L.; Brenning, O.;Meza, A., J. Estimating area from an accuracy assessment error matrix. REMOTE SENSING OF ENVIRONMENT 132, pp.202 -211, 2013.

  21. Makarau, A.; Palubinskas, G.; Reinartz, P. Modelling habitat suitability for alpine rock ptarmigan (Lagopus muta helvetica) combining object-based classification of IKONOS imagery and Habitat Suitability Index modeling. ECOLOGICAL MODELLING 254, pp. 22-32, 2013.

  22. Mouelhi, A.; Sayadi, M.; Fnaiech, F.; Mrad, K.; Ben R., Khaled. P. Alphabet - Based Multisensory Data Fusion and Classification Using Factor Graphs. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 6, 2, pp. 969-990, 2013.

  23. Zhong, L.; Gong, P.; Biging, G., S. Segmentation and thematic classification of color orthophotos over non-compressed and JPEG 2000 compressed images. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 15, SI, pp. 92-104, 2012.

  24. Searcóid, M, O.: Metric Spaces, Springer Undergraduate Mathematics Series, 2006, ISBN 1-84628-369-8.

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