IEEE - Institute of Electrical and Electronics Engineers, Inc. - Identification and correction of mislabeled training data for land cover classification based on ensemble margin

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Author(s): W. Feng ; S. Boukir ; L. Guo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Milan, Italy
Conference Date: 26 July 2015
Page(s): 4,991 - 4,994
ISBN (Electronic): 978-1-4799-7929-5
ISBN (USB): 978-1-4799-7928-8
DOI: 10.1109/IGARSS.2015.7326953
Regular:

In remote sensing, where training data are typically ground-based, mislabeled training data is inevitable. This work handles the mislabeling problem by exploiting the ensemble margin for... View More

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