Luis O. Jiménez-Rodríguez

Unsupervised Linear Feature-Extraction Methods and Their Effects in the Classification of High-Dimensional Data

Luis O. Jiménez-Rodríguez, Emmanuel Arzuaga, Miguel Vélez-Reyes · IEEE Transactions on Geoscience and Remote Sensing · 2007 · 139 citations

Engineering, Machine Learning, Biometrics +22

Unsupervised feature extraction and band subset selection techniques based on relative entropy criteria for hyperspectral data analysis

Emmanuel Arzuaga, Luis O. Jiménez-Rodríguez, Miguel Vélez-Reyes · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2003 · 40 citations

Engineering, Machine Learning, Linear Projection +18

A MATLAB toolbox for hyperspectral image analysis

Emmanuel Arzuaga, Luis O. Jiménez-Rodríguez, Miguel Vélez-Reyes et al. · 2004 · 19 citations

Engineering, Machine Learning, Multispectral Imaging +17

Comparison of matrix factorization algorithms for band selection in hyperspectral imagery

Miguel Vélez-Reyes, Luis O. Jiménez-Rodríguez, Daphnia M. Linares et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2000 · 16 citations

Engineering, Band Selection, Multispectral Imaging +18

<title>Integration of spatial and spectral information in unsupervised classification for multispectral and hyperspectral data</title>

Luis O. Jiménez-Rodríguez, Jorge Rivera-Medina · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1999 · 10 citations

Spectral Information, Engineering, Multispectral Imaging +24