Marian-Daniel Iordache

Liesbeth De Keukelaere

Remote. Sens., 2022

2021

Sparse Unmixing of Hyperspectral Data: The Legacy of SUnSAL.

[BibT_eX]

[DOI]

Mario Parente

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

A Machine Learning Approach to Detecting Pine Wilt Disease Using Airborne Spectral Imagery.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Application of Random Forest Classification to Detect the Pine Wilt Disease from High Resolution Spectral Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Hyplant-Derived Sun-Induced Fluorescence - A New Opportunity to Disentangle Complex Vegetation Signals from Diverse Vegetation Types.

[BibT_eX]

[DOI]

Remote. Sens., 2019

2018

Evaluation of PROBA-V Collection 1: Refined Radiometry, Geometry, and Cloud Screening.

[BibT_eX]

[DOI]

Remote. Sens., 2018

2017

Sparse Unmixing With Dictionary Pruning for Hyperspectral Change Detection.

[BibT_eX]

[DOI]

Alp Ertürk

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover.

[BibT_eX]

[DOI]

Jeroen Degerickx

Akpona Okujeni

Martin Hermy

Sebastian van der Linden

Remote. Sens., 2017

Proba-V cloud detection Round Robin: Validation results and recommendations.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

2016

Sparse Unmixing-Based Change Detection for Multitemporal Hyperspectral Images.

[BibT_eX]

[DOI]

Alp Ertürk

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing.

[BibT_eX]

[DOI]

Nitin Bhatia

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral change detection by sparse unmixing with dictionary pruning.

[BibT_eX]

[DOI]

Alp Ertürk

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

2014

MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Collaborative Sparse Regression for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A Dynamic Unmixing Framework for Plant Production System Monitoring.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

On the use of collaborative sparse regression in hyperspectral unmixing chains.

[BibT_eX]

[DOI]

Akpona Okujeni

Sebastian van der Linden

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013

Plant production system monitoring via multiple signal classification and sparse regression.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Improved signal unmixing of vegetation using sparse group selection.

[BibT_eX]

[DOI]

Laurent Tits

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

Dictionary pruning in sparse unmixing of hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Collaborative sparse unmixing of hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Sparse Unmixing of Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

Total variation regulatization in sparse hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Hyperspectral unmixingwith sparse group lasso.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

On the use of spectral libraries to perform sparse unmixing of hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Recent developments in sparse hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Unmixing Sparse Hyperspectral Mixtures.

[BibT_eX]

[DOI]