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Active Learning: Any Value for Classification of Remotely Sensed Data?

, , and . Proc. IEEE, 101 (3): 593-608 (2013)

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Multi-view feature extraction for hyperspectral image classification., , , and . ESANN, (2013)Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery., , , and . ICPR Workshops (7), volume 12667 of Lecture Notes in Computer Science, page 578-590. Springer, (2020)Memory-Based Cluster Sampling for Remote Sensing Image Classification., , and . IEEE Trans. Geosci. Remote. Sens., 50 (8): 3096-3106 (2012)Cross-Modal Learning of Housing Quality in Amsterdam., , , and . GeoAI@SIGSPATIAL, page 1-4. ACM, (2021)Dataset shift adaptation with active queries., , and . JURSE, page 121-124. IEEE, (2011)Domain adaptation in remote sensing through cross-image synthesis with dictionaries., , , and . IGARSS, page 3714-3717. IEEE, (2014)Very-High Resolution Image Classification using Morphological Operators and SVM., , , , , and . IGARSS (4), page 220-223. IEEE, (2008)Socio-economic Data Analysis with Scan Statistics and Self-organizing Maps., , , and . ICCSA (1), volume 5072 of Lecture Notes in Computer Science, page 52-64. Springer, (2008)Recent advances in remote sensing image processing., and . ICIP, page 3705-3708. IEEE, (2009)Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings., , , , and . IGARSS, page 525-528. IEEE, (2020)