269 citations · 527 across the 5 of their papers we have counts for
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cs.CV2020★ 269 cited
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning
Shengjie Liu, Qian Shi, Liangpei Zhang
Current hyperspectral image classification assumes that a predefined classification system is closed and complete, and there are no unknown or novel classes in the unseen data. How…
cs.CV2020★ 30 cited
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification
Sheng-Jie Liu, Haowen Luo, Qian Shi
Although deep learning has achieved great success in image classification tasks, its performance is subject to the quantity and quality of training samples. For classification of p…