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Ghamisi, Pedram and Plaza, Javier and Chen, Yushi and Li, Jun and Plaza, Antonio (2017) Advanced Spectral Classifiers for Hyperspectral Images: A Review. IEEE Geoscience and Remote Sensing Magazine (GRSM), 5 (1), pp. 8-32. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/MGRS.2016.2616418. ISSN 2168-6831.
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Official URL: http://ieeexplore.ieee.org/document/7882742/
| Item URL in elib: | https://elib.dlr.de/109126/ | ||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||
| Title: | Advanced Spectral Classifiers for Hyperspectral Images: A Review | ||||||||||||||||||
| Authors: |
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| Date: | 2017 | ||||||||||||||||||
| Journal or Publication Title: | IEEE Geoscience and Remote Sensing Magazine (GRSM) | ||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||
| Volume: | 5 | ||||||||||||||||||
| DOI: | 10.1109/MGRS.2016.2616418 | ||||||||||||||||||
| Page Range: | pp. 8-32 | ||||||||||||||||||
| Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||||
| ISSN: | 2168-6831 | ||||||||||||||||||
| Status: | Published | ||||||||||||||||||
| Keywords: | Hyperspectral Image Classification, Support Vector Machines, Random Forests, Neural Networks, Extreme Learning Machine, Deep Learning, Multinomial Logistic Regression. | ||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||||
| DLR - Research theme (Project): | R - Vorhaben hochauflösende Fernerkundungsverfahren (old) | ||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > SAR Signal Processing | ||||||||||||||||||
| Deposited By: | Ghamisi, Pedram | ||||||||||||||||||
| Deposited On: | 07 Dec 2016 12:23 | ||||||||||||||||||
| Last Modified: | 06 Sep 2019 15:30 |
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