Endmember Extraction Methods: A Short Review. - Miguel Angel Veganzones; Manuel Graña (KES (3), 2008)

On the Use of a Hybrid Approach to Contrast Endmember Induction Algorithms. - Miguel Angel Veganzones; Carmen Hernández 001 (HAIS (2), 2010)

Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System Upon Scarce Data. - Miguel Angel Veganzones; Manuel Graña (SOCO, 2011)

On the validation of a spectral/spatial CBIR system for hyperspectral images. - Miguel Angel Veganzones; Manuel Graña (WHISPERS, 2011)

Hybrid Computational Methods for Hyperspectral Image Analysis. - Miguel Angel Veganzones; Manuel Graña (HAIS (2), 2012)

Dictionary based Hyperspectral Image Retrieval. - Miguel Angel Veganzones; Mihai Datcu; Manuel Graña (ICPRAM (1), 2012)

On hyperspectral morphology by lattice auto-associative memories supervised orderings. - Miguel Angel Veganzones (KES, 2012)

Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data. - Miguel Angel Veganzones; Manuel Graña (WHISPERS, 2012)

Endmember induction by lattice associative memories and multi-objective genetic algorithms. - Manuel Graña; Miguel Angel Veganzones (EURASIP J. Adv. Signal Process., 2012)

An endmember-based distance for content based hyperspectral image retrieval. - Manuel Graña; Miguel Angel Veganzones (Pattern Recognit., 2012)

A Spectral/Spatial CBIR System for Hyperspectral Images. - Miguel Angel Veganzones; Manuel Graña (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences. - Blanca Maria Priego Torres; Miguel Angel Veganzones; Jocelyn Chanussot; Carole Amiot; Abraham Prieto; Richard J. Duro (ICIP, 2013)

Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. - Miguel Angel Veganzones; Guillaume Tochon; Mauro Dalla Mura; Antonio J. Plaza; Jocelyn Chanussot (ICIP, 2013)

CFAR hierarchical clustering of polarimetric SAR data. - Pierre Formont; Miguel Angel Veganzones; Joana Frontera-Pons; Frédéric Pascal 001; Jean Philippe Ovarlez; Jocelyn Chanussot (IGARSS, 2013)

A comparison study between windowing and binary partition trees for hyperspectral image information mining. - Miguel Angel Veganzones; Guillaume Tochon; Mauro Dalla Mura; Antonio J. Plaza; Jocelyn Chanussot (IGARSS, 2013)

On the use of the Hotelling's T2 statistic for the hierarchical clustering of hyperspectral data. - Miguel Angel Veganzones; Joana Frontera-Pons; Jocelyn Chanussot; Jean Philippe Ovarlez (WHISPERS, 2013)

Further results on dissimilarity spaces for hyperspectral images RF-CBIR. - Miguel Angel Veganzones; Mihai Datcu; Manuel Graña (Pattern Recognit. Lett., 2013)

Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. - Miguel Angel Veganzones; Joana Frontera-Pons; Frédéric Pascal 001; Jean Philippe Ovarlez; Jocelyn Chanussot (ICIP, 2014)

Hyperspectral super-resolution of locally low rank images from complementary multisource data. - Miguel Angel Veganzones; Miguel Simões; Giorgio A. Licciardi; José M. Bioucas-Dias; Jocelyn Chanussot (ICIP, 2014)

Robust anomaly detection in Hyperspectral Imaging. - Joana Frontera-Pons; Miguel Angel Veganzones; Santiago Velasco-Forero; Frédéric Pascal 001; Jean Philippe Ovarlez; Jocelyn Chanussot (IGARSS, 2014)

Improved subpixel monitoring of seasonal snow cover: A case study in the Alps. - Miguel Angel Veganzones; Mauro Dalla Mura; Marie Dumont; Isabella Zin; Jocelyn Chanussot (IGARSS, 2014)

Binary partition tree-based local spectral unmixing. - Lucas Drumetz; Miguel Angel Veganzones; Ruben Marrero; Guillaume Tochon; Mauro Dalla Mura; Antonio Plaza; Jocelyn Chanussot (WHISPERS, 2014)

Super-resolution of hyperspectral images using local spectral unmixing. - Giorgio Licciardi; Miguel Angel Veganzones; Miguel Simões; José M. Bioucas-Dias; Jocelyn Chanussot (WHISPERS, 2014)

A new extended linear mixing model to address spectral variability. - Miguel Angel Veganzones; Lucas Drumetz; Guillaume Tochon; Mauro Dalla Mura; Antonio Plaza; José M. Bioucas-Dias; Jocelyn Chanussot (WHISPERS, 2014)

Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. - Miguel Angel Veganzones; Guillaume Tochon; Mauro Dalla Mura; Antonio J. Plaza; Jocelyn Chanussot (IEEE Trans. Image Process., 2014)

Multilinear spectral unmixing of hyperspectral multiangle images. - Miguel Angel Veganzones; Jeremy E. Cohen; R. Cabrai Farias; Ruben Marrero; Jocelyn Chanussot; Pierre Comon (EUSIPCO, 2015)

Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. - Miguel Angel Veganzones; Mauro Dalla Mura; Guillaume Tochon; Jocelyn Chanussot (ISMM, 2015)

Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability. - Lucas Drumetz; Simon Henrot; Miguel Angel Veganzones; Jocelyn Chanussot; Christian Jutten (WHISPERS, 2015)

Impact of hybrid pansharpening approaches applied to hyperspectral images. - Giorgio Licciardi; Miguel Angel Veganzones; Gemine Vivone; Laëtitia Loncan; Jocelyn Chanussot (WHISPERS, 2015)

Hyperspectral pansharpening: a review. - 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; et al. (CoRR, 2015)

A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm. - Ruben Marrero; Sebastián López; Gustavo M. Callicó; Miguel Angel Veganzones; Antonio J. Plaza; Jocelyn Chanussot; Roberto Sarmiento (IEEE Trans. Geosci. Remote. Sens., 2015)

Canonical polyadic decomposition of hyperspectral patch tensors. - Miguel Angel Veganzones; Jeremy E. Cohen; Rodrigo Cabral Farias; Konstantin Usevich; Lucas Drumetz; Jocelyn Chanussot; Pierre Comon (EUSIPCO, 2016)

Snow cover estimation based on spectral unmixing. - Théo Masson; Mauro Dalla Mura; Marie Dumont; Pascal Sirguey; Miguel Angel Veganzones; Jocelyn Chanussot; Jean-Pierre Dedieu (WHISPERS, 2016)

From local to global unmixing of hyperspectral images to reveal spectral variability. - Guillaume Tochon; Lucas Drumetz; Miguel Angel Veganzones; Mauro Dalla Mura; Jocelyn Chanussot (WHISPERS, 2016)

Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface. - Miguel Angel Veganzones; Sylvain Douté; Jeremy E. Cohen; R. Cabrai Farias; Jocelyn Chanussot; Pierre Comon (WHISPERS, 2016)

Hyperspectral Anomaly Detectors Using Robust Estimators. - Joana Frontera-Pons; Miguel Angel Veganzones; Frédéric Pascal 001; Jean Philippe Ovarlez (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Hyperspectral Local Intrinsic Dimensionality. - Lucas Drumetz; Miguel Angel Veganzones; Ruben Marrero Gomez; Guillaume Tochon; Mauro Dalla Mura; Giorgio A. Licciardi; Christian Jutten; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2016)

Nonnegative Tensor CP Decomposition of Hyperspectral Data. - Miguel Angel Veganzones; Jeremy E. Cohen; Rodrigo Cabral Farias; Jocelyn Chanussot; Pierre Comon (IEEE Trans. Geosci. Remote. Sens., 2016)

Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability. - Lucas Drumetz; Miguel Angel Veganzones; Simon Henrot; Ronald Phlypo; Jocelyn Chanussot; Christian Jutten (IEEE Trans. Image Process., 2016)

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. - Miguel Angel Veganzones; Miguel Simões; Giorgio Licciardi; Naoto Yokoya; José M. Bioucas-Dias; Jocelyn Chanussot (IEEE Trans. Image Process., 2016)

Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. - Lucas Drumetz; Guillaume Tochon; Miguel Angel Veganzones; Jocelyn Chanussot; Christian Jutten (ICASSP, 2017)

Braids of partitions for the hierarchical representation and segmentation of multimodal images. - Guillaume Tochon; Mauro Dalla Mura; Miguel Angel Veganzones; Thierry Géraud; Jocelyn Chanussot (Pattern Recognit., 2019)

Dynamic Federated Learning Model for Identifying Adversarial Clients. - Nuria Rodríguez Barroso; Eugenio Martínez-Cámara; María Victoria Luzón; Gerardo González-Seco; Miguel Ángel Veganzones; Francisco Herrera (CoRR, 2020)

Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy. - Nuria Rodríguez Barroso; Goran Stipcich; Daniel Jiménez-López; José Antonio Ruiz-Millán; Eugenio Martínez-Cámara; Gerardo González-Seco; María Victoria Luzón; Miguel Angel Veganzones; Francisco Herrera (Inf. Fusion, 2020)