Active and Machine Learning for Earth Observation Image Analysis with Traditional and Innovative Approaches

• Main Authors: Dumitru, Corneliu Octavian, Schwarz, Gottfried, Dax, Gabriel, Vlad, Andrei, Ao, Dongyang, Datcu, Mihai
• Other Authors: Arabnia, H. R., Daimi, K., Stahlbock, R., Soviany, C., Heilig, L., Brussau, K.
• Format: Book Part
• Language: unknown
• Published: Springer Nature Switzerland AG 2020
• Subjects: EO Data Science; Belgica Bank; Greenland
• Online Access: https://elib.dlr.de/138139/; https://link.springer.com/book/10.1007/978-3-030-43981-1

We demonstrate how established applications and tools for image classification and change detection can profit from advanced information theory together with automated quality control strategies. As a typical example, we deal with the task of coastline detection in satellite images; here, rapid and...