Jaime Zabalza

Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging

Jaime Zabalza, Jinchang Ren, Jiangbin Zheng et al. · Neurocomputing · 2015 · 392 citations

Image Analysis, Machine Learning, Data Science +9

Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

Jaime Zabalza, Jinchang Ren, Mingqiang Yang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2014 · 239 citations

Radar, Image Analysis, Improved Feature Extraction +10

Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging

Jaime Zabalza, Jinchang Ren, Jiangbin Zheng et al. · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 164 citations

Engineering, Multispectral Imaging, Feature Extraction +21

Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]

Jinchang Ren, Jaime Zabalza, Stephen Marshall et al. · IEEE Signal Processing Magazine · 2014 · 137 citations

Visible Light, Engineering, Multispectral Imaging +16

Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

Tong Qiao, Jinchang Ren, Zheng Wang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 127 citations

Image Analysis, Engineering, Data Science +13