Marian-Daniel Iordache

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 11

Top Topics

Greedy Algorithms

Change Detection

Sparse Regression

Top Venues

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

Publications

Marian-Daniel Iordache, Liesbeth De Keukelaere, Robrecht Moelans, Lisa Landuyt, Mehrdad Moshtaghi, Paolo Corradi, Els Knaeps
Targeting Plastics: Machine Learning Applied to Litter Detection in Aerial Multispectral Images. Remote. Sens. 14 (22) (2022)
Mario Parente, Marian-Daniel Iordache
Sparse Unmixing of Hyperspectral Data: The Legacy of SUnSAL. IGARSS (2021)
Marian-Daniel Iordache, Vasco Mantas, Elsa Baltazar, Klaas Pauly, Nicolas Lewyckyj
A Machine Learning Approach to Detecting Pine Wilt Disease Using Airborne Spectral Imagery. Remote. Sens. 12 (14) (2020)
Marian-Daniel Iordache, Vasco Mantas, Elsa Baltazar, Nicolas Lewyckyj, Niels Souverijns
Application of Random Forest Classification to Detect the Pine Wilt Disease from High Resolution Spectral Images. IGARSS (2020)
Subhajit Bandopadhyay, Anshu Rastogi, Uwe Rascher, Patrick Rademske, Anke Schickling, Sergio Cogliati, Tommaso Julitta, Alasdair Mac Arthur, Andreas Hueni, Enrico Tomelleri, Marco Celesti, Andreas Burkart, Marcin Strózecki, Karolina Sakowska, Maciej Gabka, Stanislaw Rosadzinski, Mariusz Sojka, Marian-Daniel Iordache, Ils Reusen, Christiaan van der Tol, Alexander Damm, Dirk Schuettemeyer, Radoslaw Juszczak
Hyplant-Derived Sun-Induced Fluorescence - A New Opportunity to Disentangle Complex Vegetation Signals from Diverse Vegetation Types. Remote. Sens. 11 (14) (2019)
Carolien Toté, Else Swinnen, Sindy Sterckx, Stefan Adriaensen, Iskander Benhadj, Marian-Daniel Iordache, Luc Bertels, Grit Kirches, Kerstin Stelzer, Wouter Dierckx, Lieve Van den Heuvel, Dennis Clarijs, Fabrizio Niro
Evaluation of PROBA-V Collection 1: Refined Radiometry, Geometry, and Cloud Screening. Remote. Sens. 10 (9) (2018)
Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza
Sparse Unmixing With Dictionary Pruning for Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
R. Q. Iannone, Fabrizio Niro, Philippe Goryl, Steffen Dransfeld, Bianca Hoersch, Kerstin Stelzer, Grit Kirches, M. Paperin, Carsten Brockmann, Luis Gómez-Chova, Gonzalo Mateo-Garcia, Rene Preusker, Jürgen Fischer, Umberto Amato, Carmine Serio, Ute Gangkofner, Béatrice Berthelot, Marian-Daniel Iordache, Luc Bertels, Erwin Wolters, Wouter Dierckx, Iskander Benhadj, Else Swinnen
Proba-V cloud detection Round Robin: Validation results and recommendations. MultiTemp (2017)
Jeroen Degerickx, Akpona Okujeni, Marian-Daniel Iordache, Martin Hermy, Sebastian van der Linden, Ben Somers
A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover. Remote. Sens. 9 (6) (2017)
Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza
Sparse Unmixing-Based Change Detection for Multitemporal Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Marian-Daniel Iordache, Nitin Bhatia, José M. Bioucas-Dias, Antonio J. Plaza
Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. IGARSS (2016)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing. WHISPERS (2015)
Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza
Hyperspectral change detection by sparse unmixing with dictionary pruning. WHISPERS (2015)
Marian-Daniel Iordache, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
A Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Collaborative Sparse Regression for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 52 (1) (2014)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
On the use of collaborative sparse regression in hyperspectral unmixing chains. WHISPERS (2014)
Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias, Marian-Daniel Iordache
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint. EUSIPCO (2013)
Marian-Daniel Iordache, Ben Somers, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Pol Coppin
Plant production system monitoring via multiple signal classification and sparse regression. WHISPERS (2013)
Marian-Daniel Iordache, Laurent Tits, Ben Somers, Antonio Plaza
Improved signal unmixing of vegetation using sparse group selection. IGARSS (2013)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza
Dictionary pruning in sparse unmixing of hyperspectral data. WHISPERS (2012)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Collaborative sparse unmixing of hyperspectral data. IGARSS (2012)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 50 (11) (2012)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Hyperspectral unmixingwith sparse group lasso. IGARSS (2011)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 49 (6-1) (2011)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza
Total variation regulatization in sparse hyperspectral unmixing. WHISPERS (2011)
Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias
Recent developments in sparse hyperspectral unmixing. IGARSS (2010)
Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias
On the use of spectral libraries to perform sparse unmixing of hyperspectral data. WHISPERS (2010)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
Unmixing Sparse Hyperspectral Mixtures. IGARSS (4) (2009)