Miguel Angel Veganzones

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 12

Top Topics

Tree Representation

Robust Estimator

Top Venues

IEEE Trans. Image Process.

Publications

Nuria Rodríguez Barroso, Goran Stipcich, Daniel Jiménez-López, José Antonio Ruiz-Millán, Eugenio Martínez-Cámara, Gerardo González-Seco, M. Victoria Luzón, Miguel Angel Veganzones, Francisco Herrera
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy. Inf. Fusion 64 (2020)
Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot
Braids of partitions for the hierarchical representation and segmentation of multimodal images. Pattern Recognit. 95 (2019)
Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. ICASSP (2017)
Miguel Angel Veganzones, Miguel Simões, Giorgio Licciardi, Naoto Yokoya, José M. Bioucas-Dias, Jocelyn Chanussot
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. IEEE Trans. Image Process. 25 (1) (2016)
Lucas Drumetz, Miguel Angel Veganzones, Simon Henrot, Ronald Phlypo, Jocelyn Chanussot, Christian Jutten
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability. IEEE Trans. Image Process. 25 (8) (2016)
Théo Masson, Mauro Dalla Mura, Marie Dumont, Pascal Sirguey, Miguel Angel Veganzones, Jocelyn Chanussot, Jean-Pierre Dedieu
Snow cover estimation based on spectral unmixing. WHISPERS (2016)
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon
Canonical polyadic decomposition of hyperspectral patch tensors. EUSIPCO (2016)
Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero Gomez, Guillaume Tochon, Mauro Dalla Mura, Giorgio A. Licciardi, Christian Jutten, Jocelyn Chanussot
Hyperspectral Local Intrinsic Dimensionality. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon
Nonnegative Tensor CP Decomposition of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Guillaume Tochon, Lucas Drumetz, Miguel Angel Veganzones, Mauro Dalla Mura, Jocelyn Chanussot
From local to global unmixing of hyperspectral images to reveal spectral variability. WHISPERS (2016)
Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface. WHISPERS (2016)
Joana Frontera-Pons, Miguel Angel Veganzones, Frédéric Pascal, Jean Philippe Ovarlez
Hyperspectral Anomaly Detectors Using Robust Estimators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot
Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. ISMM (2015)
Ruben Marrero, Sebastián López, Gustavo Marrero Callicó, Miguel Angel Veganzones, Antonio J. Plaza, Jocelyn Chanussot, Roberto Sarmiento
A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm. IEEE Trans. Geosci. Remote. Sens. 53 (7) (2015)
Lucas Drumetz, Simon Henrot, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten
Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability. WHISPERS (2015)
Giorgio Licciardi, Miguel Angel Veganzones, Gemine Vivone, Laëtitia Loncan, Jocelyn Chanussot
Impact of hybrid pansharpening approaches applied to hyperspectral images. WHISPERS (2015)
Laëtitia Loncan, Luís B. Almeida, José M. Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio A. Licciardi, Miguel Simões, Jean-Yves Tourneret, Miguel Angel Veganzones, Gemine Vivone, Qi Wei, Naoto Yokoya
Hyperspectral pansharpening: a review. CoRR (2015)
Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon
Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO (2015)
Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. ICIP (2014)
Miguel Angel Veganzones, Miguel Simões, Giorgio A. Licciardi, José M. Bioucas-Dias, Jocelyn Chanussot
Hyperspectral super-resolution of locally low rank images from complementary multisource data. ICIP (2014)
Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot
Binary partition tree-based local spectral unmixing. WHISPERS (2014)
Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot
A new extended linear mixing model to address spectral variability. WHISPERS (2014)
Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
Robust anomaly detection in Hyperspectral Imaging. IGARSS (2014)
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. IEEE Trans. Image Process. 23 (8) (2014)
Giorgio Licciardi, Miguel Angel Veganzones, M. Simoes, José M. Bioucas-Dias, Jocelyn Chanussot
Super-resolution of hyperspectral images using local spectral unmixing. WHISPERS (2014)
Miguel Angel Veganzones, Mauro Dalla Mura, Marie Dumont, Isabella Zin, Jocelyn Chanussot
Improved subpixel monitoring of seasonal snow cover: A case study in the Alps. IGARSS (2014)
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. ICIP (2013)
Miguel Angel Veganzones, Mihai Datcu, Manuel Graña
Further results on dissimilarity spaces for hyperspectral images RF-CBIR. CoRR (2013)
Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
CFAR hierarchical clustering of polarimetric SAR data. IGARSS (2013)
Blanca Maria Priego Torres, Miguel Angel Veganzones, Jocelyn Chanussot, Carole Amiot, Abraham Prieto, Richard J. Duro
Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences. ICIP (2013)
Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean Philippe Ovarlez
statistic for the hierarchical clustering of hyperspectral data. WHISPERS (2013)
Miguel Angel Veganzones, Mihai Datcu, Manuel Graña
Further results on dissimilarity spaces for hyperspectral images RF-CBIR. Pattern Recognit. Lett. 34 (14) (2013)
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
A comparison study between windowing and binary partition trees for hyperspectral image information mining. IGARSS (2013)
Manuel Graña, Miguel Angel Veganzones
Endmember induction by lattice associative memories and multi-objective genetic algorithms. EURASIP J. Adv. Signal Process. 2012 (2012)
Miguel Angel Veganzones, Manuel Graña
Hybrid Computational Methods for Hyperspectral Image Analysis. HAIS (2) (2012)
Miguel Angel Veganzones, Manuel Graña
A Spectral/Spatial CBIR System for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (2) (2012)
Manuel Graña, Miguel Angel Veganzones
An endmember-based distance for content based hyperspectral image retrieval. Pattern Recognit. 45 (9) (2012)
Miguel Angel Veganzones
On hyperspectral morphology by lattice auto-associative memories supervised orderings. KES (2012)
Miguel Angel Veganzones, Manuel Graña
Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data. WHISPERS (2012)
Miguel Angel Veganzones, Mihai Datcu, Manuel Graña
Dictionary based Hyperspectral Image Retrieval. ICPRAM (1) (2012)
Miguel Angel Veganzones, Manuel Graña
On the validation of a spectral/spatial CBIR system for hyperspectral images. WHISPERS (2011)
Miguel Angel Veganzones, Manuel Graña
Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System Upon Scarce Data. SOCO (2011)
Miguel Angel Veganzones, Carmen Hernández
On the Use of a Hybrid Approach to Contrast Endmember Induction Algorithms. HAIS (2) (2010)
Miguel Angel Veganzones, Manuel Graña
Endmember Extraction Methods: A Short Review. KES (3) (2008)