Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review

Part I: Evolution and Recent Trends

Published in MDPI Remote Sensing 22.05.2020

Cite as:

@Article{rs12101667,
AUTHOR = {Hoeser, Thorsten and Kuenzer, Claudia},
TITLE = {Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends},
JOURNAL = {Remote Sensing},
VOLUME = {12},
YEAR = {2020},
NUMBER = {10},
ARTICLE-NUMBER = {1667},
URL = {https://www.mdpi.com/2072-4292/12/10/1667},
ISSN = {2072-4292},
DOI = {10.3390/rs12101667}
}

Part II: Applications

Published in MDPI Remote Sensing 18.09.2020

Cite as:

@Article{rs12183053,
AUTHOR = {Hoeser, Thorsten and Bachofer, Felix and Kuenzer, Claudia},
TITLE = {Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review—Part II: Applications},
JOURNAL = {Remote Sensing},
VOLUME = {12},
YEAR = {2020},
NUMBER = {18},
ARTICLE-NUMBER = {3053},
URL = {https://www.mdpi.com/2072-4292/12/18/3053},
ISSN = {2072-4292},
DOI = {10.3390/rs12183053}
}

Appendix A. Table of Reviewed Publications

Appendix_review_PII_DLinEO.csv holds all information about the 429 reviewed publications.