Miguel Angel Veganzones

Orcid: 0000-0002-4636-2678

According to our database1, Miguel Angel Veganzones authored at least 44 papers between 2008 and 2020.

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

Timeline

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Bibliography

2020
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy.
Inf. Fusion, 2020

Dynamic Federated Learning Model for Identifying Adversarial Clients.
CoRR, 2020

2019
Braids of partitions for the hierarchical representation and segmentation of multimodal images.
Pattern Recognit., 2019

2017
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.
IEEE Trans. Image Process., 2016

Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability.
IEEE Trans. Image Process., 2016

Nonnegative Tensor CP Decomposition of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Local Intrinsic Dimensionality.
IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Anomaly Detectors Using Robust Estimators.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

From local to global unmixing of hyperspectral images to reveal spectral variability.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Snow cover estimation based on spectral unmixing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Canonical polyadic decomposition of hyperspectral patch tensors.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2015

Hyperspectral pansharpening: a review.
CoRR, 2015

Impact of hybrid pansharpening approaches applied to hyperspectral images.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Binary Partition Trees-Based Spectral-Spatial Permutation Ordering.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Multilinear spectral unmixing of hyperspectral multiangle images.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation.
IEEE Trans. Image Process., 2014

A new extended linear mixing model to address spectral variability.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Super-resolution of hyperspectral images using local spectral unmixing.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Binary partition tree-based local spectral unmixing.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Improved subpixel monitoring of seasonal snow cover: A case study in the Alps.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Robust anomaly detection in Hyperspectral Imaging.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral super-resolution of locally low rank images from complementary multisource data.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Binary partition trees-based robust adaptive hyperspectral RX anomaly detection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Further results on dissimilarity spaces for hyperspectral images RF-CBIR.
Pattern Recognit. Lett., 2013

On the use of the Hotelling's T<sup>2</sup> statistic for the hierarchical clustering of hyperspectral data.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A comparison study between windowing and binary partition trees for hyperspectral image information mining.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

CFAR hierarchical clustering of polarimetric SAR data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation.
Proceedings of the IEEE International Conference on Image Processing, 2013

Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
A Spectral/Spatial CBIR System for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

An endmember-based distance for content based hyperspectral image retrieval.
Pattern Recognit., 2012

Endmember induction by lattice associative memories and multi-objective genetic algorithms.
EURASIP J. Adv. Signal Process., 2012

Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

On hyperspectral morphology by lattice auto-associative memories supervised orderings.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Dictionary based Hyperspectral Image Retrieval.
Proceedings of the ICPRAM 2012, 2012

Hybrid Computational Methods for Hyperspectral Image Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
On the validation of a spectral/spatial CBIR system for hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System Upon Scarce Data.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

2010
On the Use of a Hybrid Approach to Contrast Endmember Induction Algorithms.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2008
Endmember Extraction Methods: A Short Review.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008


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