Miguel Velez-Reyes

Orcid: 0000-0002-6983-7250

According to our database1, Miguel Velez-Reyes authored at least 39 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Bibliography

2023
Using an Epitomic Representation Approach to Downscale the Goes-16's Land Surface Temperature Product.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Unmixing Analysis of Close-Range Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021
Semi-Automated Semantic Segmentation of Arctic Shorelines Using Very High-Resolution Airborne Imagery, Spectral Indices and Weakly Supervised Machine Learning Approaches.
Remote. Sens., 2021

2020
Using Band Subset Selection For Dimensionality Reduction In Superpixel Segmentation Of Hyperspectral Imagery.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Improved Spatial-Spectral Superpixel Hyperspectral Unmixing.
Remote. Sens., 2019

Effects of Region Size on Superpixel-Based Unmixing.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

2018
Regional vs. Global Superpixel-Based Unmixing of Hyperspectral Imagery.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

A Comparison of Column Subset Selection Methods for Unsupervised Band Subset Selection in Hyperspectral Imagery.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018

Superpixel-Based Hyperspectral Unmixing with Regional Segmentation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Segmentation-based cNMF for hyperspectral unmixing.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
A Spectrally Weighted Structure Tensor for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Coherence enhancement diffusion for hyperspectral imagery using a spectrally weighted structure tensor.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Subsurface linear unmixing on a controlled underwater enviroment.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Understanding spatial-spectral domain interactions in hyperspectral unmixing using exploratory data analysis.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hyperspectral endmember class extraction using clustering and validity indexes.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

2014
Integrating Spatial Information in Unsupervised Unmixing of Hyperspectral Imagery Using Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Using undiagnosed data to enhance computerized breast cancer analysis with a three stage data labeling method.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

2013
Unmixing Analysis of a Time Series of Hyperion Images Over the Guánica Dry Forest in Puerto Rico.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Multivariate diffusion tensor and induced segmentation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

An approach for unmixing of hyperspectral imagery based on scale-space representation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012
A Vector SIFT Detector for Interest Point Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012

Unmixing analysis based on multiscale segmentation.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

2011
Multi-temporal unmixing analysis of Hyperion images over the Guanica Dry Forest.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

A structure tensor for hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

2010
Identifiability of geometric models for linear unmixing at different spatial resolutions in hyperspectral unmixing.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

A vector SIFT operator for interest point detection in hyperspectral imagery.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2009
Interest Points for Hyperspectral Image Data.
IEEE Trans. Geosci. Remote. Sens., 2009

Speeding up the MATLAB<sup>™</sup> Hyperspectral Image Analysis Toolbox using GPUs and the Jacket Toolbox.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

2008
Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods.
IEEE Trans. Geosci. Remote. Sens., 2008

Sensitivity Analysis of a Hyperspectral Inversion Model for Remote Sensing of Shallow Coastal Ecosystems.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Comparative Study of Semi-Implicit Schemes for Nonlinear Diffusion in Hyperspectral Imagery.
IEEE Trans. Image Process., 2007

Unsupervised Linear Feature-Extraction Methods and Their Effects in the Classification of High-Dimensional Data.
IEEE Trans. Geosci. Remote. Sens., 2007

Intelligent power routers: a distributed coordination approach for electric energy processing networks.
Int. J. Crit. Infrastructures, 2007

2005
A boosting algorithm for texture classification and object detection.
Proceedings of the Visual Information Processing XIV, 2005

2004
Solving adundance estimation in hyperspectral unmixing as a least distance problem.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

A MATLAB toolbox for Hyperspectral Image Analysis.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2001
Developing robust algorithms for speed and parameter estimation in induction machines.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

1999
Nonlinear control of a heating, ventilating, and air conditioning system with thermal load estimation.
IEEE Trans. Control. Syst. Technol., 1999

1992
Decomposed algorithms for parameter estimation.
PhD thesis, 1992


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