145 citations · 145 across the 1 of their papers we have counts for
3 papers
cs.CV2020★ 145 cited
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image
Yaoming Cai, Zijia Zhang, Zhihua Cai +3
Hyperspectral image (HSI) clustering is a challenging task due to the high complexity of HSI data. Subspace clustering has been proven to be powerful for exploiting the intrinsic r…
cs.CV2019
BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image
Yaoming Cai, Xiaobo Liu, Zhihua Cai
Hyperspectral image (HSI) consists of hundreds of continuous narrow bands with high spectral correlation, which would lead to the so-called Hughes phenomenon and the high computati…
cs.CV2018
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…