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Miguel Angel Veganzones
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2020 – today
- 2020
- [j13]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:
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy. Inf. Fusion 64: 270-292 (2020) - [i4]Nuria Rodríguez Barroso, Goran Stipcich, Daniel Jiménez-López, José Antonio Ruiz-Millán, Eugenio Martínez-Cámara, Gerardo González-Seco, María Victoria Luzón, Miguel Ángel Veganzones, Francisco Herrera:
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy. CoRR abs/2007.00914 (2020) - [i3]Nuria Rodríguez Barroso, Eugenio Martínez-Cámara, María Victoria Luzón, Gerardo González-Seco, Miguel Ángel Veganzones, Francisco Herrera:
Dynamic Federated Learning Model for Identifying Adversarial Clients. CoRR abs/2007.15030 (2020)
2010 – 2019
- 2019
- [j12]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: 162-172 (2019) - 2017
- [c29]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: 6190-6194 - 2016
- [j11]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): 720-731 (2016) - [j10]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): 2577-2588 (2016) - [j9]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): 4063-4078 (2016) - [j8]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): 274-288 (2016) - [j7]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): 3890-3905 (2016) - [c28]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: 2176-2180 - [c27]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: 1-5 - [c26]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: 1-5 - [c25]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: 1-5 - 2015
- [j6]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): 3772-3790 (2015) - [c24]Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon:
Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO 2015: 744-748 - [c23]Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot:
Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. ISMM 2015: 434-445 - [c22]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: 1-4 - [c21]Giorgio Licciardi, Miguel Angel Veganzones, Gemine Vivone, Laëtitia Loncan, Jocelyn Chanussot:
Impact of hybrid pansharpening approaches applied to hyperspectral images. WHISPERS 2015: 1-4 - [i2]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 abs/1504.04531 (2015) - 2014
- [j5]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): 3574-3589 (2014) - [c20]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: 703-707 - [c19]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: 5077-5081 - [c18]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: 3976-3979 - [c17]Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot:
Robust anomaly detection in Hyperspectral Imaging. IGARSS 2014: 4604-4607 - [c16]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: 1-4 - [c15]Giorgio Licciardi, Miguel Angel Veganzones, Miguel Simões, José M. Bioucas-Dias, Jocelyn Chanussot:
Super-resolution of hyperspectral images using local spectral unmixing. WHISPERS 2014: 1-4 - [c14]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: 1-4 - 2013
- [j4]Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Further results on dissimilarity spaces for hyperspectral images RF-CBIR. Pattern Recognit. Lett. 34(14): 1659-1668 (2013) - [c13]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: 245-249 - [c12]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: 548-552 - [c11]Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot:
CFAR hierarchical clustering of polarimetric SAR data. IGARSS 2013: 2461-2464 - [c10]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: 4375-4378 - [c9]Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean Philippe Ovarlez:
On the use of the Hotelling's T2 statistic for the hierarchical clustering of hyperspectral data. WHISPERS 2013: 1-4 - [i1]Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Further results on dissimilarity spaces for hyperspectral images RF-CBIR. CoRR abs/1307.1289 (2013) - 2012
- [j3]Manuel Graña, Miguel Angel Veganzones:
Endmember induction by lattice associative memories and multi-objective genetic algorithms. EURASIP J. Adv. Signal Process. 2012: 64 (2012) - [j2]Manuel Graña, Miguel Angel Veganzones:
An endmember-based distance for content based hyperspectral image retrieval. Pattern Recognit. 45(9): 3472-3489 (2012) - [j1]Miguel Angel Veganzones, Manuel Graña:
A Spectral/Spatial CBIR System for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 488-500 (2012) - [c8]Miguel Angel Veganzones, Manuel Graña:
Hybrid Computational Methods for Hyperspectral Image Analysis. HAIS (2) 2012: 424-435 - [c7]Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Dictionary based Hyperspectral Image Retrieval. ICPRAM (1) 2012: 426-432 - [c6]Miguel Angel Veganzones:
On hyperspectral morphology by lattice auto-associative memories supervised orderings. KES 2012: 2122-2129 - [c5]Miguel Angel Veganzones, Manuel Graña:
Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data. WHISPERS 2012: 1-4 - 2011
- [c4]Miguel Angel Veganzones, Manuel Graña:
Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System Upon Scarce Data. SOCO 2011: 47-56 - [c3]Miguel Angel Veganzones, Manuel Graña:
On the validation of a spectral/spatial CBIR system for hyperspectral images. WHISPERS 2011: 1-4 - 2010
- [c2]Miguel Angel Veganzones, Carmen Hernández:
On the Use of a Hybrid Approach to Contrast Endmember Induction Algorithms. HAIS (2) 2010: 69-76
2000 – 2009
- 2008
- [c1]Miguel Angel Veganzones, Manuel Graña:
Endmember Extraction Methods: A Short Review. KES (3) 2008: 400-407
Coauthor Index
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