Mark L. Althouse

A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification

Chein‐I Chang, Qian Du, Tzu-Lung Sun et al. · IEEE Transactions on Geoscience and Remote Sensing · 1999 · 613 citations

Engineering, Machine Learning, Band Selection +20

Least squares subspace projection approach to mixed pixel classification for hyperspectral images

Cheng-I Chang, Xiao‐Li Zhao, Mark L. Althouse et al. · IEEE Transactions on Geoscience and Remote Sensing · 1998 · 203 citations · Full text

Engineering, Biometrics, Multispectral Imaging +25

A relative entropy-based approach to image thresholding

Chein‐I Chang, Kebo Chen, Jianwei Wang et al. · Pattern Recognition · 1994 · 145 citations

Machine Vision, Image Analysis, Engineering +7

A quantitative and comparative analysis of linear and nonlinear spectral mixture models using radial basis function neural networks

Kerri Guilfoyle, Mark L. Althouse, Chein-I Chang · IEEE Transactions on Geoscience and Remote Sensing · 2001 · 121 citations

Environmental Monitoring, Machine Learning, Engineering +23

Fully constrained least-squares based linear unmixing [hyperspectral image classification]

Daniel Heinz, Chein‐I Chang, Mark L. Althouse · 2003 · 78 citations

Unconstrained Least-squares, Sparse Representation, Image Analysis +13