332 citations · 781 across the 15 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 204 cited
Hyperspectral Image Classification in the Presence of Noisy Labels
Junjun Jiang, Jiayi Ma, Zheng Wang +2
Label information plays an important role in supervised hyperspectral image classification problem. However, current classification methods all ignore an important and inevitable p…
cs.CV2018★ 332 cited
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery
Junjun Jiang, Jiayi Ma, Chen Chen +3
As an unsupervised dimensionality reduction method, principal component analysis (PCA) has been widely considered as an efficient and effective preprocessing step for hyperspectral…
cs.CV2018★ 57 cited
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing
Baochang Zhang, Jiaxin Gu, Chen Chen +4
Compression artifacts reduction (CAR) is a challenging problem in the field of remote sensing. Most recent deep learning based methods have demonstrated superior performance over t…