2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.CV2020
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing
Alan J. X. Guo, Fei Zhu
Recent advances in neural networks have made great progress in the hyperspectral image (HSI) classification. However, the overfitting effect, which is mainly caused by complicated…
cs.CV2019
Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field
Yi Liang, Xin Zhao, Alan J. X. Guo +1
To improve the classification performance in the context of hyperspectral image processing, many works have been developed based on two common strategies, namely the spatial-spectr…
cs.CV2017★ 2 cited
Spectral-Spatial Feature Extraction and Classification by ANN Supervised with Center Loss in Hyperspectral Imagery
Alan J. X. Guo, Fei Zhu
In this paper, we propose a spectral-spatial feature extraction and classification framework based on artificial neuron network (ANN) in the context of hyperspectral imagery. With…