An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification - Bi, Haixia; Xu, Feng; Wei, Zhiqiang; Xue, Yong; Xu, Zongben (IEEE transactions on geoscience and remote sensing, 2019)
Keywords: Active learning; Annotations; Artificial neural networks; Bibliographic information; Classification; convolutional neural network (CNN); data augmentation; Deep learning; Fields (mathematics); fine-tuning; Image classification; Learning systems; Machine learning; Markov random field (MRF); Neural networks; Pixels; polarimetric synthetic aperture radar (PolSAR) image classification; Radar imaging; Radar polarimetry; Remote sensing; SAR (radar); Smoothness; Synthetic aperture radar; Task analysis; Training