|
|
CONFERENCE PAPERS
"This material is presented to ensure
timely dissemination of scholarly and technical work. Copyright and all
rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the
terms and constraints invoked by each author's copyright. In most
cases, these works may not be reposted without the explicit permission
of the copyright holder."
|
| 2023 |
|
|
-
Lessons Learned From Cloudsen12 Dataset: Identifying Incorrect Annotations in Cloud Semantic Segmentation Datasets
C. Aybar, D. Montero, G. Mateo-García, and L. Gómez-Chova
Proceedings of the 2023 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2023,
892-895,
2023.
doi:10.1109/IGARSS52108.2023.10282381
-
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators
G. Mateo-García, C. Aybar, G. Acciarini, V. Růžička, G. Meoni, N. Longépé, and L. Gómez-Chova
Proceedings of the 2023 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2023,
1875-1878,
2023.
doi:10.1109/IGARSS52108.2023.10282605
-
Land Surface Model Calibration for the Future CIMR Mission
R. Fernandez-Moran, M. Piles, D. Entekhabi, J.-P. Wigneron, T. Jagdhuber, X. Li, M. J. Baur, and L. Gómez-Chova
Proceedings of the 2023 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2023,
2687-2690,
2023.
doi:10.1109/IGARSS52108.2023.10282514
|
| 2022 |
|
|
-
Flood extent segmentation and cloud screening on Sentinel-2 images for emergency response services
G. Mateo-García, E. Portales-Julià, and L. Gómez-Chova
ESA 2022 Living Planet Symposium, Bonn, Germany,
2022.
-
A two-stage machine learning framework using global satellite data of cloud classes for process-oriented model evaluation
A. Kaps, A. Lauer, G. Camps-Valls, P. Gentine, L. Gómez-Chova, and V. Eyring
EGU General Assembly 2022, Vienna, Austria,
676,
2022.
doi:10.5194/egusphere-egu22-676
-
MIMSS: A Dataset to evaluate Multi-Image Multi-Spectral Super-Resolution
M. T. Razzak, G. Mateo-García, G. Lecuyer, L. Gómez-Chova, Y. Gal, and F. Kalaitzis
AI for Earth and Space Science at 10th International Conference on Learning Representations (ICLR2022),
7635,
2022.
doi:https://iclr.cc/virtual/2022/7635
|
| 2021 |
|
|
-
Clouds aware flood extent segmentation for emergency response service
G. Mateo-Garcia, E. Portales, F. Liu, E. Nemni, J. E. Johnson, L. Kruitwagen, G. Schumann, and L. Gómez-Chova
AGU Fall Meeting 2021, New Orleans, Louisiana, USA,
,
2021.
-
Towards a better understanding of effective temperature modelling in the SMOS-IC retrieval algorithm
R. Fernandez-Moran, M. Piles, G. Camps-Valls, J.-P. Wigneron, X. Li, M. Wang, L. Fan, A. Al-Yaari, and L. Gómez-Chova
Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2021,
6221-6224,
2021.
doi:10.1109/IGARSS47720.2021.9553065
-
The Reprocessed Proba-V Collection 2: Product Validation
C. Toté, E. Swinnen, S. Sterckx, I. Benhadj, W. Dierckx, L. Gómez-Chova, D. Ramon, K. Stelzer, L. Van den Heuvel, D. Clarijs, and F. Niro
Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2021,
8084-8086,
2021.
doi:10.1109/IGARSS47720.2021.9553376
-
The CIMR mission and its unique capabilities for soil moisture sensing
M. Piles, R. Fernandez-Moran, L. Gómez-Chova, G. Camps-Valls, D. Entekhabi, M. Baur, T. Jagdhuber, J.-P. Wigneron, C. Prigent, and C. Donlon
Proceedings of the EGU General Assembly 2021,
EGU21-9484,
2021.
doi:10.5194/egusphere-egu21-9484
|
| 2020 |
|
|
-
Explainable deep learning to predict and understand crop yield estimates
A. Wolanin, G. Mateo-García, G. Camps-Valls, L. Gómez-Chova, M. Meroni, G. Duveiller, Y. Liangzhi, and L. Guanter
Proceedings of the EGU General Assembly 2020,
EGU2020-18163,
2020.
doi:10.5194/egusphere-egu2020-18163
|
| 2019 |
|
|
-
Convolutional long short-term memory network for multitemporal cloud detection over landmarks
Gonzalo Mateo-García, Jose E. Adsuara, Adrián Pérez-Suay, Luis Gómez-Chova
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2019,
pp. 210-213,
2019.
doi:10.1109/IGARSS.2019.8897832
-
Domain adaptation of Landsat-8 and Proba-V data using generative adversarial networks for cloud detection
Gonzalo Mateo-García, Valero Laparra, Luis Gómez-Chova
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2019,
pp. 712-715,
2019.
doi:10.1109/IGARSS.2019.8899193
|
| 2018 |
|
|
-
Convolutional Neural Networks for Cloud Screening: Transfer learning from Landsat-8 to Proba-V
Gonzalo Mateo-García, Luis Gómez-Chova
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2018 [Invited Session],
pp. 2103-2106,
2018.
doi:10.1109/IGARSS.2018.8517975
-
Optimizing Kernel Ridge Regression for Remote Sensing Problems
Gonzalo Mateo-García, Valero Laparra, Luis Gómez-Chova
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS’2018 [Student Paper Competition],
pp. 4007-4010,
2018.
doi:10.1109/IGARSS.2018.8518016
-
-
Advances in statistical cloud detection for Proba-V images
Luis Gómez-Chova, Gonzalo Mateo-García, Jordi Muñoz-Marí, Gustau Camps-Valls
Proba-V Symposium 2018,
2018.
|
| 2017 |
|
|
-
Cloud detection machine learning algorithms for PROBA-V
Luis Gómez-Chova, Gonzalo Mateo-García, Jordi Muñoz-Marí, and Gustau Camps-Valls
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS),
pp. 2251-2254,
2017.
doi:10.1109/IGARSS.2017.8127437
-
Cloud detection on the Google Earth engine platform
Gonzalo Mateo-García, Jordi Muñoz-Marí, and Luis Gómez-Chova
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS),
pp. 1942-1945,
2017.
doi:10.1109/IGARSS.2017.8127359
-
Convolutional neural networks for multispectral image cloud masking
Gonzalo Mateo-García, Luis Gómez-Chova, and Gustau Camps-Valls
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS),
pp. 2255-2258,
2017.
doi:10.1109/IGARSS.2017.8127438
-
Nonlinear statistical retrieval of surface emissivity from IASI data
Valero Laparra, Jordi Muñoz-Marí, Luis Gómez-Chova, Xavier Calbet, and Gustau Camps-Valls
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS),
pp. 5450-5453,
2017.
doi:10.1109/IGARSS.2017.8128237
-
-
Proba-V cloud detection Round Robin: Validation results and recommendations
R. Q. Iannone, F. Niro, P. Goryl, S. Dransfeld, B. Hoersch, K. Stelzer, G. Kirches, M. Paperin, C. Brockmann, L. Gómez-Chova, G. Mateo-García, R. Preusker, J. Fischer, U. Amato, C. Serio, U. Gangkofner, B. Berthelot, M. D. Iordache, L. Bertels, E. Wolters, W. Dierckx, I. Benhadj, and E. Swinnen
9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp 2017),
pp. 1-8,
2017.
doi:10.1109/Multi-Temp.2017.8035219
-
-
Fair Kernel Learning
Adrián Pérez-Suay, Valero Laparra, Gonzalo Mateo-García, Jordi Muñoz-Marí, Luis Gómez-Chova, and Gustau Camps-Valls
European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2017, Part I, LNAI 10534,
pp. 339--355, Springer International Publishing,
2017.
doi:10.1007/978-3-319-71249-9_21
-
-
Advances in statistical cloud screening: the Proba-V case study
Gonzalo Mateo-García, Luis Gómez-Chova, Jordi Muñoz-Marí, and Gustau Camps-Valls
Proceedings of the 5th International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'V,
pp. In Press,
2017.
-
-
Nonlinear statistical retrieval of land surface emissivity from infrared sounding data
Valero Laparra, Jordi Muñoz, Luis Gómez, Xavier Calbet, and Gustau Camps-Valls
EUMETSAT Meteorological Satellite Conference,
pp. In Press,
2017.
-
-
Fast Cloud Detection over Landmarks in MSG/SEVIRI Image Time Series
Adrián Pérez-Suay, Julia Amorós-López, Luis Gómez-Chova, Valero Laparra, Jordi Muñoz-Marí, Dieter Just, and Gustau Camps-Valls
EUMETSAT Meteorological Satellite Conference,
pp. In Press,
2017.
-
-
Large Scale Gaussian Processes for Atmospheric Parameter Retrieval and Cloud Screening
G. Camps-Valls, L. Gómez-Chova, G. Mateo, V. Laparra, Adrián Pérez-Suay, and J. Muñoz-Marí
American Geophysical Union (AGU) Fall meeting 2017,
pp. In Press,
2017.
|
| 2015 |
|
|
-
Operational cloud screening service for Sentinel-2 image time series
L. Gómez-Chova, J. Amorós-López, A. Ruiz-Verdú, J. Muñoz-Marí, and G. Camps-Valls
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International,
pp. 334-337,
2015.
doi:10.1109/IGARSS.2015.7325768
|
| 2014 |
|
|
-
-
Cloud masking of multitemporal remote sensing images
L. Gómez-Chova, J. Amorós-López, J. Muñoz-Marí, G. Camps-Vall
SPIE Remote Sensing Symposium 2014. Image and Signal Processing for Remote Sensing XX, edited by L. Bruzzone, Proceedings of SPIE Vol. 9244
, pp. 924411,
2014.
doi:10.1117/12.2067193
-
-
Advances in Non-linear Retrievals for IASI and MTG-IRS Hyperspectral Infrared Sounders
Gustavo Camps-Valls, Valero Laparra, Jordi Muñoz-Marí, Luis Gómez-Chova, Xavier Calbet, Tim Hultberg, Thomas August
EUMETSAT Meteorological Satellite Conference 2014,
2014.
-
-
Sentinel-2 image time series: cloud detection in the cloud
L. Gómez-Chova, J. Amorós-López, A. Ruiz-Verdú, E. Izquierdo-Verdiguier, J. Muñoz-Marí, G. Camps-Valls
Proceedings of Sentinel-2 for Science Workshop. ESA Communications ESA SP-726
, pp. ,
2014.
|
| 2013 |
|
|
-
Advances in synergy of AATSR-MERIS sensors for cloud detection
L. Gómez-Chova, J. Muñoz-Marí, J. Amorós-López, E. Izquierdo-Verdiguier, and G. Camps-Valls
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
, pp. 4391-4394,
2013.
doi:10.1109/IGARSS.2013.6723808
-
Kernel change discriminant analysis for multitemporal cloud masking
L. Gómez-Chova, E. Izquierdo-Verdiguier, J. Amorós-López, J. Muñoz-Marí, and G. Camps-Valls
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
, pp. 2974-2977,
2013.
doi:10.1109/IGARSS.2013.6723450
-
-
A Kernel Regression Approach to Cloud and Shadow Detection in Multitemporal Images
J. Amorós-López, E. Izquierdo-Verdiguier, L. Gómez-Chova, J. Muñoz-Marí, and G. Camps-Valls
7th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp 2013)
, pp. ,
2013.
-
-
Multiset Kernel CCA for Multitemporal Image Classification
J. Muñoz-Marí, L. Gómez-Chova, J. Amorós, E. Izquierdo, and G. Camps-Valls
7th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp 2013)
, pp. ,
2013.
|
| 2012 |
|
|
-
-
Learning with the kernel signal to noise ratio
L. Gómez-Chova and G. Camps-Valls
Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on
, pp. 1-6,
2012.
doi:10.1109/MLSP.2012.6349715
-
-
Semisupervised kernel orthonormalized partial least squares
E. Izquierdo-Verdiguier, J. Arenas-Garcia, S. Muñoz-Romero, L. Gómez-Chova, and G. Camps-Valls
Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on
, pp. 1-6,
2012.
doi:10.1109/MLSP.2012.6349718
-
Semisupervised nonlinear feature extraction for image classification
E. Izquierdo-Verdiguier, L. Gómez-Chova, L. Bruzzone, and G. Camps-Valls
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
, pp. 1525-1528,
2012.
doi:10.1109/IGARSS.2012.6351244
-
Including invariances in SVM remote sensing image classification
E. Izquierdo-Verdiguier, V. Laparra, L. Gómez-Chova, and G. Camps-Valls
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
, pp. 7353-7356,
2012.
doi:10.1109/IGARSS.2012.6351931
-
-
Cloud-Screening from Multispectral Satellite Image Time Series
Luis Gómez-Chova, Julia Amorós-López, Emma Izquierdo-Verdiguier, Juan Carlos Jiménez-Muñoz, and Gustavo Camps-Valls
Proceedings of the 1st EARSeL Workshop on Temporal Analysis of Satellite Images
, pp. 81-86,
2012.
|
| 2011 |
|
|
-
-
Multitemporal fusion of Landsat and MERIS images
J. Amorós-López, L. Gómez-Chova, L. Guanter, L. Alonso, J. Moreno, and G. Camps-Valls
6th International Workshop on the Analysis of Multi-temporal Remote Sensing Images (Multi-Temp 2011)
, pp. 81-84,
2011.
doi:10.1109/Multi-Temp.2011.6005053
-
Kernel-based Retrieval of Atmospheric Profiles from IASI Data
Gustavo Camps-Valls, Valero Laparra, Jordi Muñoz-Marí, Luis Gómez-Chova, and Xavier Calbet
IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2011
, pp. 2813-2816,
2011.
doi:10.1109/IGARSS.2011.6049799
-
Kernel Entropy Component Analysis in Remote Sensing Data Clustering
Luis Gómez-Chova, Robert Jenssen, and Gustavo Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2011
, pp. 3728-3731,
2011.
doi:10.1109/IGARSS.2011.6050035
-
Explicit signal to noise ratio in reproducing kernel Hilbert spaces
Luis Gómez-Chova, Allan A. Nielsen, and Gustavo Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2011
, pp. 3570-3570,
2011.
doi:10.1109/IGARSS.2011.6049993
|
| 2010 |
|
|
-
-
Multitask SVM learning for remote sensing data classification
Jose M. Leiva-Murillo, Luis Gómez-Chova, and Gustavo Camps-Valls
SPIE Remote Sensing Symposium 2010
, Image and Signal Processing for Remote Sensing XVI 7830(1), pp. 78300L, SPIE,
2010.
doi:10.1117/12.865045
-
-
Nonlinear retrieval of atmospheric profiles from MetOp-IASI and MTG-IRS data
Gustavo Camps-Valls, Luis Guanter, Jordi Muñoz-Marí, Luis Gómez-Chova, and Xavier Calbet
SPIE Remote Sensing Symposium 2010
, Image and Signal Processing for Remote Sensing XVI 7830(1), pp. 78300Z, SPIE,
2010.
doi:10.1117/12.864928
-
-
STRS (Spectro-Temporal Reflectance Surfaces): a new conceptual framework for the integration of remote sensing data from multiple different sensors
G. Villa, J. Moreno, A. Calera, J. Amorós, G. Camps, E. Domenech, P. Escobar, J. Garrido, J. González-Matesanz, L. Gómez-Chova, S. Luaces, J.A. Martínez, S. Molina, J.C. Ojeda, J.J. Peces, N. Plaza, A. Porcuna, J.A. Tejeiro, and N. Valcarcel
3rd International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'III
,
2010.
-
-
Adaptive Kernel Ridge Regression for Image Denoising
Marcelo Armengot, Valero Laparra, Luis Gómez-Chova, Jesús Malo, and Gustavo Camps-Valls
IEEE International Workshop on Machine Learning for Signal Processing
, pp. 432-437,
2010.
doi:10.1109/MLSP.2010.5588824
-
Multi-resolution Spatial Unmixing for MERIS and Landsat Image Fusion
Julia Amoros, Luis Gómez-Chova, Luis Guanter, Luis Alonso, Jose Moreno, and Gustavo Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2010
, pp. 3672-3675,
2010.
doi:10.1109/IGARSS.2010.5649142
-
-
ENVISAT/MERIS and Landsat/TM Image Fusion using a Multi-Resolution Linear Unmixing
J. Amoros Lopez, L. Gomez Chova, L. Guanter, L. Alonso, G. Camps Valls, and J. Moreno
European Space Agency Living Planet Symposium
, ESA SP-686, ESA Publications Division,
2010.
-
-
Synergistic use of MERIS and AATSR Data for Cloud Screening
L. Gómez-Chova, J. Muñoz-Marí, E. Izquierdo-Verdiguier, G. Camps-Valls, J. Calpe-Maravilla, J. Moreno, R. Preusker, J. Fischer, C. Brockmann, P. North, and P. Regner
European Space Agency Living Planet Symposium
, ESA SP-686, ESA Publications Division,
2010.
-
-
Synergistc Use of MERIS/AATSR for Aerosol Retrieval and Atmospheric Correction, and Potential for Sentinel-3
P. North, A. Heckel, C. Brockmann, J. Fischer, L. Gomez-Chova, W. Grey, J. Moreno, R. Preusker, and P. Regner
European Space Agency Living Planet Symposium
, ESA SP-686, ESA Publications Division,
2010.
-
-
Processing of SEN3EXP EO Data with Focus on Instrument Performance Assessment and Estimation of Biophysical Parameters
L. Guanter, L. Alonso, J. Moreno, C. Brockmann, S. Lavender, J. Fischer, and L. Gomez-Chova
European Space Agency Living Planet Symposium
, ESA SP-686, ESA Publications Division,
2010.
-
-
Gridding Artifacts on ENVISAT/MERIS Temporal Series
L. Gómez-Chova, R. Zurita-Milla, L. Alonso, L. Guanter, J. Amoros-Lopez, G. Camps-Valls, and J. Moreno
European Space Agency Living Planet Symposium
, ESA SP-686, ESA Publications Division,
2010.
-
-
Land science with Sentinel-2 and Sentinel-3 data series synergy
Jose Moreno, Luis Guanter, Luis Alonso, Luis Gomez, Julia Amoros, Gustavo Camps, and Jesus Delegido
Geophysical Research Abstracts
12, pp. EGU2010-6805,
2010.
|
| 2009 |
|
|
-
-
Global aerosol retrieval by synergistic use of ESA ENVISAT instruments and potential for long-term aerosol records from Sentinel-3
P. R. North, S. L. Bevan, C. Brockmann, J. Fischer, L. Gomez-Chova, W. Grey, A. Heckel, J. F. Moreno, J. Munoz Mari, R. Preusker, and P. Regner
Eos Trans. AGU, 90(52), Fall Meet. Suppl.
, pp. A21G-05,
2009.
-
-
Monitoring dynamical vegetation processes with solar-induced chlorophyll fluorescence measurements from space (Invited)
J. F. Moreno, L. Guanter, L. Alonso, L. Gomez-Chova, M. Drusch, S. Kraft, B. Carnicero, and J. Bezy
Eos Trans. AGU, 90(52), Fall Meet. Suppl.
, pp. B33F-01,
2009.
-
-
Retrieval of vegetation chlorophyll fluorescence from FLEX spaceborne measurements in the O2A and O2B absorption bands
L. Guanter, K. Segl, H. Kaufmann, W. Verhoef, L. Alonso, L. Gómez-Chova, J. Moreno, J. Fischer, R. Preusker, F. Gascón, and B. Carnicero
Atmospheric Science Conference
, pp. CD-Rom, ESA SP-676, ESA Publications Division,
2009.
-
CHRIS/PROBA toolbox for hyperspectral and multiangular data exploitations
L. Alonso, L. Gómez-Chova, J. Moreno, L. Guanter, C. Brockmann, N. Fomferra, R. Quast, and P. Regner
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2009
II, pp. 202-205,
2009.
doi:10.1109/IGARSS.2009.5418041
-
Cloud screening with combined MERIS and AATSR images
L. Gómez-Chova, J. Muñoz-Marí, E. Izquierdo-Verdiguier, G. Camps-Valls, J. Calpe-Maravilla, and J. Moreno
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2009
IV, pp. 761-764,
2009.
doi:10.1109/IGARSS.2009.5417488
-
Biophysical parameter estimation with adaptive Gaussian Processes
G. Camps-Valls, L. Gómez-Chova, J. Muñoz-Marí, J. Vila-Frances, J. Amorós, S. del Valle-Tascon, and J. Calpe-Maravilla
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2009
IV, pp. 69-72,
2009.
doi:10.1109/IGARSS.2009.5417372
-
MERIS/AATSR synergy algorithms for cloud screening, aerosol retrieval and atmospheric correction over oceans
J. Fischer, C. Brockmann, L. Gómez-Chova, W. Grey, A. Heckel, J. Moreno, P. North, R. Preusker, and P. Regner
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2009
,
2009.
-
-
Retrieval of solar-induced vegetation fluorescence at O2A and O2B spectral windows from FLEX-like high spectral resolution measurements
L. Guanter, K. Segl, H. Kaufmann, W. Verhoef, L. Alonso, L. Gómez-Chova, J. Moreno, J. Fischer, R. Preusker, F. Gascón, and B. Carnicero
6th EARSeL SIG IS Workshop
,
2009.
-
-
The CHRIS BOX: Algorithms for the pre-processing of CHRIS/PROBA data in the BEAM software
L. Alonso, L. Gómez-Chova, J. Moreno, L. Guanter, C. Brockmann, N. Fomferra, R. Quast, and P. Regner
6th EARSeL SIG IS Workshop
,
2009.
-
-
Improved cloud detection by means of the synergistic use of MERIS and AATSR data
L. Gómez-Chova, G. Camps-Valls, J. Muñoz-Marí, J. Calpe-Maravilla, and J. Moreno
GlobCloud Workshop ``Clouds: from satellite observations to atmospheric modelling''
,
2009.
|
| 2008 |
|
|
-
-
Configurable passband imaging spectrometer based on acousto-optic tunable filter
J. Vila-Francés, L. Gómez-Chova, J. Amorós-López, and J. Calpe-Maravilla
Advanced Concepts for Intelligent Vision Systems (ACIVS 2008)
, ACIVS2008 LNCS 5259, pp. 206-217, Lecture Notes in Computer Science. Springer-Verlag,
2008.
doi:10.1007/978-3-540-88458-3_19
-
-
Segmentation of hyperspectral images for the detection of rotten mandarins
J. Gómez-Sanchis, G. Camps-Valls, E. Moltó, L. Gómez-Chova, N. Aleixos, and J. Blasco
5th Int. Conference, ICIAR 2008
, Image Analysis and Recognition LNCS 5112, pp. 1071-1080, Springer,
2008.
doi:10.1007/978-3-540-69812-8_107
-
-
Cloud Screening Methodology for MERIS/AATSR Synergy Products
L. Gómez-Chova, G. Camps-Valls, J. Muñoz-Marí, J. Calpe, and J. Moreno
Proceedings of the 2nd MERIS/(A)ATSR Workshop
, pp. CD-Rom, ESA SP-666, ESA Publications Division,
2008.
-
-
MERIS/AATSR Synergy Algorithms for Cloud Screening, Aerosol Retrieval and Atmospheric Correction
Peter North, Carsten Brockmann, Jürgen Fischer, Luis Gómez-Chova, Will Grey, Jose Moreno, Rene Preusker, and Peter Regner
Proceedings of the 2nd MERIS/(A)ATSR Workshop
, pp. CD-Rom, ESA SP-666, ESA Publications Division,
2008.
-
Semi-supervised Support Vector Biophysical Parameter Estimation
G. Camps-Valls, J. Muñoz-Marí, L. Gómez-Chova, and J. Calpe-Maravilla
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2008
III, pp. 1131-1134,
2008.
doi:10.1109/IGARSS.2008.4779554
-
Methodology for the retrieval of vegetation chlorophyll fluorescence from space in the frame of the FLEX mission preparatory activities
L. Guanter, K. Segl, H. Kaufmann, W. Verhoef, L. Alonso, L. Gómez-Chova, J. Moreno, J. Fischer, R. Preusker, and F. Gascon
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2008
IV, pp. 255-258,
2008.
doi:10.1109/IGARSS.2008.4779706
-
Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel
L. Gómez-Chova, L. Bruzzone, G. Camps-Valls, and J. Calpe-Maravilla
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2008
IV, pp. 391-394,
2008.
doi:10.1109/IGARSS.2008.4779740
-
-
Detection of rottenness caused by penicillium digitatum in citrus skin using a hyperspectral computer vision system
J. Gómez-Sanchis, G. Camps-Valls, L. Gómez-Chova, E. Moltó, S. Cubero, and J. Blasco
Int. Conference on Agricultural Engineering, AgEng2008
,
2008.
-
-
Multi-stage robust scheme for citrus identification from high-resolution airborne images
Julia Amorós-López, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Jordi Muñoz-Marí, Jorge Zoilo Rodriguez-Barreiro, Gustavo Camps-Valls, and Javier Calpe-Maravilla
SPIE Int. Remote Sensing Symposium 2008
, Image and Signal Processing for Remote Sensing 7109, pp. 7109-08, SPIE,
2008.
doi:10.1117/12.801737
-
-
Image classification with semi-supervised one-class support vector machine
Jordi Muñoz-Marí, Luis Gómez-Chova, Gustavo Camps-Valls, and Javier Calpe-Maravilla
SPIE Int. Remote Sensing Symposium 2008
, Image and Signal Processing for Remote Sensing 7109, pp. 7109-0B, SPIE,
2008.
doi:10.1117/12.801738
|
| 2007 |
|
|
-
Semi-supervised Cloud Screening with Laplacian SVM
L. Gómez-Chova, G. Camps-Valls, J. Muñoz-Marí, and J. Calpe-Maravilla
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2007
, pp. 1521-1524,
2007.
doi:10.1109/IGARSS.2007.4423098
-
-
Hyperspectral Image Classification using Relevance Vector Machines with Mahalanobis kernels
G. Camps-Valls, A. Rodrigo-González, J. Muñoz-Marí, L. Gómez-Chova, and J. Calpe-Maravilla
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2007
, pp. 3802-3805,
2007.
doi:10.1109/IGARSS.2007.4423671
-
-
Combination of one-class remote sensing image classifiers
J. Muñoz-Marí, G. Camps-Valls, L. Gómez-Chova, and J. Calpe-Maravilla
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2007
, pp. 1509-1512,
2007.
doi:10.1109/IGARSS.2007.4423095
-
Sensitivity analysis of the Fraunhofer Line Discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer
Luis Alonso, Luis Gómez-Chova, Joan Vila-Francés, Julia Amorós-López, Luis Guanter, Javier Calpe, and Jose Moreno
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2007
, pp. 3756-3759,
2007.
doi:10.1109/IGARSS.2007.4423660
-
Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. Recommendations for future missions
Julia Amorós-López, Joan Vila-Francés, Luis Gómez-Chova, Luis Alonso, Luis Guanter, Secundino del Valle-Tascón, Javier Calpe, and Jose Moreno
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2007
, pp. 3769-3772,
2007.
doi:10.1109/IGARSS.2007.4423663
-
-
Cloud screening and multitemporal unmixing of MERIS FR data
L. Gómez-Chova, R. Zurita-Milla, G. Camps-Valls, L. Guanter, J. Clevers, J. Calpe, M.E. Schaepman, and J. Moreno
ENVISAT 2007 Symposium
, ESA SP-636, ESA Publications Division,
2007.
-
-
Analysis of the Spatial and Temporal Variability of Aerosol Optical Thickness and Columnar Water Vapor from MERIS Data
L. Guanter, L. Gómez-Chova, and J. Moreno
ENVISAT 2007 Symposium
, ESA SP-636, ESA Publications Division,
2007.
-
-
A Method for the Detection of Solar-Induced Vegetation Fluorescence from MERIS FR Data
L. Guanter, L. Alonso, L. Gómez-Chova, J. Amorós, J. Vila, and J. Moreno
ENVISAT 2007 Symposium
, ESA SP-636, ESA Publications Division,
2007.
-
-
Multitemporal Unmixing of MERIS FR Data
R. Zurita-Milla, L. Gómez-Chova, J. Clevers, M. Schaepman, and G. Camps-Valls
10th Intl. Symposium on Physical Measurements and Spectral Signatures in Remote Sensing (ISPMSRS07)
XXXVI, Part 7/C50, pp. 238-243, Intl. Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences,
2007.
-
-
Optimisation of the overpass time for remote sensing of vegetation fluorescence by the analysis of diurnal cycles
J. Vila-Francés, J. Amorós-López, L. Gómez-Chova, L. Alonso-Chordá, L. Guanter, J. Moreno, and S. del Valle
3rd Int. Workshop on Remote Sensing of Vegetation Fluorescence
, ESA Publications Division,
2007.
|
| 2006 |
|
|
-
-
Multitemporal validation of an unmixing-based MERIS cloud screening algorithm
L. Gómez-Chova, R. Zurita-Milla, G. Camps-Valls, L. Guanter, J. Clevers, J. Calpe, M.E. Schaepman, and J. Moreno
2nd Int. Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'II
, pp. 119-124,
2006.
-
-
Cloud masking in remotely sensed hyperspectral images using linear and nonlinear spectral mixture analysis
J. Amorós-López, L. Gómez-Chova, A. Plaza, J. Plaza, J. Calpe, L. Alonso, and J. Moreno
2nd Int. Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'II
, pp. 90-95,
2006.
-
-
Estimation of solar-induced vegetation fluorescence from remote sensing data acquired during the SEN2FLEX campaign
L. Guanter, L. Gómez-Chova, L. Alonso, J. Amorós, J. Vila, and J. Moreno
2nd Int. Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'II
, pp. 826-831,
2006.
-
-
Vegetation's fluorescence spectrum and Kautsky effect measurements under natural solar illumination
J. Vila-Francés, J. Amorós-López, L. Alonso, L. Gómez-Chova, J. Calpe, S. del Valle-Tascón, and J. Moreno
Second Recent Advances in Quantitative Remote Sensing, RAQRS'II
, pp. 985-990, Universitat de Valencia,
2006.
-
-
Estimation of solar-induced vegetation fluorescence from remote sensing data acquired during the SEN2FLEX campaign
L. Guanter, L. Gómez-Chova, L. Alonso, J. Amorós, J. Vila, and J. Moreno
Second Recent Advances in Quantitative Remote Sensing, RAQRS'II
, pp. 826-831, Universitat de Valencia,
2006.
-
New Cloud Detection Algorithm for Multispectral and Hyperspectral Images: Application to ENVISAT/MERIS and PROBA/CHRIS Sensors
L. Gómez-Chova, G. Camps-Valls, J. Amorós-López, L. Guanter, L. Alonso, J. Calpe, and J. Moreno
IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2006
, pp. 2757 - 2760,
2006.
doi:10.1109/IGARSS.2006.709
-
-
Solar induced fluorescence measurements using a field spectroradiometer
L. Gómez-Chova, L. Alonso-Chordá, J. Amorós-López, J. Vila-Francés, S. del Valle-Tascón, J. Calpe, and J. Moreno
Earth Observation for Vegetation Monitoring and Water Management
852, pp. 274-281, AIP,
2006.
doi:10.1063/1.2349354
-
-
Study of the diurnal cycle of stressed vegetation for the improvement of fluorescence remote sensing
Julia Amorós-López, Luis Gómez-Chova, Joan Vila-Francés, Javier Calpe, Luis Alonso, Jose Moreno, and Secundino del Valle-Tascón
SPIE Int. Remote Sensing Symposium 2006
, Remote Sensing for Agriculture, Ecosystems, and Hydrology VIII 6359, pp. U158-U168, SPIE,
2006.
doi:10.1117/12.690036
-
-
Modelling spatial and spectral systematic noise patterns on CHRIS/PROBA hyperspectral data
Luis Gómez-Chova, Luis Alonso, Luis Guanter, Gustavo Camps-Valls, Javier Calpe, and José Moreno
SPIE Int. Remote Sensing Symposium 2006
, Image and Signal Processing for Remote Sensing XII 6365, pp. 63650Z, SPIE,
2006.
doi:10.1117/12.690033
-
-
Multitemporal image classification and change detection with kernels
Gustavo Camps-Valls, Luis Gómez-Chova, Jordi Muñoz-Marí, Luis Alonso, Javier Calpe-Maravilla, and Jose Moreno
SPIE Int. Remote Sensing Symposium 2006
, Image and Signal Processing for Remote Sensing XII 6365, pp. 63650H, SPIE,
2006.
doi:10.1117/12.689585
-
-
Cloud probability mask for PROBA/CHRIS hyperspectral images
L. Gómez-Chova, G. Camps-Valls, J. Amorós-López, J. Calpe, L. Guanter, L. Alonso, J.C. Fortea, and J. Moreno
IV CHRIS/Proba Workshop
, ESA Publications Division,
2006.
-
-
Coupled approach for spectral/radiometric calibration and surface reflectance retrieval from CHRIS/PROBA data
L. Guanter, L. Alonso, L. Gómez-Chova, and J. Moreno
IV CHRIS/Proba Workshop
, ESA Publications Division,
2006.
-
-
Study for the improvement of fluorescence remote sensing
L. Alonso, L. Gómez-Chova, J. Amorós-López, J. Vila-Francés, J. Calpe, J.F. Moreno, and S. del Valle-Tascón
SENtinel-2 and FLuorescence EXperiment (SEN2FLEX) Final Workshop
, ESA WPP-271, ESA Publications Division,
2006.
|
| 2005 |
|
|
-
-
Urban Monitoring at a Regional Scale Based on MERIS and ASAR data
Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe, and Gustavo Camps-Valls
MERIS (A)ATSR Workshop 2005
, ESA SP-597, ESA Publications Division,
2005.
-
-
Cloud detection for MERIS multispectral images
L. Gómez-Chova, G. Camps-Valls, J. Amorós, J.D. Martín, J. Calpe, L. Alonso, L. Guanter, J.C. Fortea, and J. Moreno
MERIS (A)ATSR Workshop 2005
, ESA SP-597, ESA Publications Division,
2005.
-
-
2-D hyperspectral imaging systems for the retrieval of biophysical parameters
Javier Calpe-Maravilla, Joan Vila-Francés, Luis Gómez-Chova, Emilio Ribes-Gómez, Jordi Muñoz-Marí, Julia Amorós-López, and Maria Navarro
Proceedings of the SPARC Final Workshop
, ESA-WPP-250, ESA Publications Division,
2005.
-
-
ESA Campaigns Database (CDB) for SPARC data
Maria Navarro-Girbés, Luis Gómez-Chova, Luis Alonso-Chordá, Julia Amorós-López, Javier Calpe-Maravilla, and Jose Moreno
Proceedings of the SPARC Final Workshop
, ESA-WPP-250, ESA Publications Division,
2005.
-
-
Geometric Processing of CHRIS/Proba Images Acquired in SPARC
L. Alonso, J.C. Garcia, L. Gómez-Chova, J. Calpe-Maravilla, and J. Moreno
Proceedings of the SPARC Final Workshop
, ESA-WPP-250, ESA Publications Division,
2005.
-
-
The SPectra bARrax Campaign (SPARC): Overview of the activities
J. Moreno et al.
Proceedings of the SPARC Final Workshop
, pp. CD-Rom, ESA-WPP-250, ESA Publications Division,
2005.
-
-
Cloud masking scheme based on spectral, morphological, and physical features
L. Gómez-Chova, J. Amorós, G. Camps-Valls, J.D. Martín, J. Calpe, L. Alonso, L. Guanter, J.C. Fortea, and J. Moreno
3rd CHRIS/Proba Workshop
, ESA SP-593, ESA Publications Division,
2005.
-
-
Configurable bandwidth imaging spectrometer based on acousto-optic tunable filter
Joan Vila-Francés, Emilio Ribes-Gómez, Cristina Ibañez-López, Luis Gómez-Chova, Jordi Muñoz-Marí, Julia Amorós-López, and Javier Calpe-Maravilla
SPIE Int. Congress on Optics and Optielectronics 2005
, Acousto-optics and Photoacoustics 5953, pp. 59530S, SPIE,
2005.
doi:10.1117/12.620640
-
-
Cloud Detection for CHRIS/Proba Hyperspectral Images
L. Gómez-Chova, J. Amorós, G. Camps-Valls, J.D. Martín, J. Calpe, L. Alonso, L. Guanter, J.C. Fortea, and J. Moreno
SPIE Int. Remote Sensing Symposium 2005
, Remote Sensing of Clouds and the Atmosphere X 5979, pp. 59791Q, SPIE,
2005.
doi:10.1117/12.627704
-
-
Relevance vector machines for sparse learning of biophysical parameters
G. Camps-Valls, L. Gómez-Chova, J. Vila-Francés, J. Amorós-López, J. Muñoz-Marí, and J. Calpe-Maravilla
SPIE Int. Remote Sensing Symposium 2005
, Image and Signal Processing for Remote Sensing XI 5982, pp. 59820Z, SPIE,
2005.
doi:10.1117/12.627656
|
| 2004 |
|
|
-
-
Regularized RBF Networks for Hyperspectral Data Classification
G. Camps-Valls, A. J. Serrano-López, L. Gómez-Chova, J. D. Martín-Guerrero, J. Calpe-Maravilla, and J. Moreno
Int. Conference on Image Analysis and Recognition, ICIAR2004
, Image Analysis and Recognition LNCS 3212(Part 2), pp. 429-436, Springer-Verlag,
2004.
doi:10.1007/b100438
-
-
Kernel methods for HyMap imagery knowledge discovery
G. Camps-Valls, L. Gómez-Chova, J. Calpe-Maravilla, E. Soria-Olivas, J. D. Martín-Guerrero, and J. Moreno
SPIE Int. Symposium Remote Sensing 2003
, Image and Signal Processing for Remote Sensing IX 5238, pp. 234-243, SPIE,
2004.
doi:10.1117/12.510719
-
-
Robust automatic classification method for hyperspectral imagery
L. Gómez-Chova, J. Calpe, G. Camps-Valls, J. D. Martín, E. Soria, J. Vila, L. Alonso-Chordá, and J. Moreno
SPIE Int. Symposium Remote Sensing 2003
, Image and Signal Processing for Remote Sensing IX 5238, pp. 398-407, SPIE,
2004.
doi:10.1117/12.510673
-
-
Machine learning methods for hyperspectral image analysis and modeling
J. Calpe-Maravilla, L. Gómez-Chova, G. Camps-Valls, E. Soria-Olivas, J.D. Martín-Guerrero, L. Alonso-Chordá, and J. Moreno
2nd SPECTRA Workshop: A spaceborne Earth Observation Mission to address the role of terrestrial vegetation in the Carbon Cycle
, ESA WPP-225, ESA Publications Division,
2004.
-
-
Multispectral and Multitemporal SAR Data Characterization for Urban Monitoring
L. Gómez-Chova, D. Fernández-Prieto, J. Calpe, E. Soria, J. Vila, and G. Camps-Valls
3rd Int. workshop on Pattern Recognition in Remote Sensing (PRRS04)
,
2004.
-
-
400- to 1000-nm imaging spectrometer based on acousto-optic tunable filters
Javier Calpe-Maravilla, Joan Vila-Francés, Emilio Ribes-Gómez, Vicente Duran-Bosch, Jordi Muñoz-Marí, Julia Amorós-López, Luis Gómez-Chova, and Enrique Tajahuerce-Romera
SPIE Int. Symposium Remote Sensing 2004
, Sensors, Systems, and Next-Generation Satellites VIII 5570, pp. 460-471, SPIE,
2004.
doi:10.1117/12.565587
-
-
Partially supervised hierarchical clustering of SAR and multispectral imagery for urban areas monitoring
L. Gómez-Chova, D. Fernández-Prieto, J. Calpe, E. Soria, J. Vila, and G. Camps-Valls
SPIE Int. Symposium Remote Sensing 2004
, Image and Signal Processing for Remote Sensing X 5573, pp. 138-149, SPIE,
2004.
doi:10.1117/12.565276
|
| 2003 |
|
|
-
-
Support Vector Machines for Crop Classification Using Hyperspectral Data
G. Camps-Valls, L. Gómez-Chova, J. Calpe-Maravilla, E. Soria-Olivas, J. Martín-Guerrero, and J. Moreno
1st Iberian Conference on Pattern Recognition and Image Analysis
, Pattern Recognition and Image Analysis LNCS 2652, pp. 134-141, Lecture Notes in Computer Science. Springer-Verlag,
2003.
doi:10.1007/b12122
-
-
CART-based feature selection of hyperspectral images for crop cover classification
L. Gómez-Chova, J. Calpe, E. Soria, G. Camps-Valls, J. D. Martín, and J. Moreno
IEEE Int. Conference on Image Processing, ICIP03
3, pp. 589-592,
2003.
doi:10.1109/ICIP.2003.1247313
-
-
A soft approach to ERA algorithm for hyperspectral image classification
J. D. Martín-Guerrero, L. Gómez-Chova, J. Calpe-Maravilla, G. Camps-Valls, E. Soria-Olivas, and J. J. Moreno
IEEE 3rd Int. Symposium on Image and Signal Processing and Analysis.
, pp. 761-765, IEEE Computer Society Press,
2003.
doi:10.1109/ISPA.2003.1296378
-
Feature Selection of Hyperspectral Data Through Local Correlation and SFFS for Crop Classification
L. Gómez-Chova, J. Calpe, G. Camps-Valls, J. D. Martín, E. Soria, J. Vila, L. Alonso-Chordá, and J. Moreno
IEEE Int. Geoscience and Remote Sensing Symposium (IGARSS 2003)
1, pp. 555-557,
2003.
doi:10.1109/IGARSS.2003.1293840
-
Semi-Supervised Classification Method For Hyperspectral Remote Sensing Images
L. Gómez-Chova, J. Calpe, G. Camps-Valls, J. D. Martín, E. Soria, J. Vila, L. Alonso-Chordá, and J. Moreno
IEEE Int. Geoscience and Remote Sensing Symposium (IGARSS 2003)
3, pp. 1776-1778,
2003.
-
-
SMARTSPECTRA: Smart Multispectral Camera For Industrial Applications
J. Calpe, F. Plá, J. Vila, J. Connell, J. Marchant, J. Calleja, M. Mulqueen, L. Gómez-Chova, and S. Vázquez
Advanced Concepts for Intelligent Vision Systems (ACIVS 2003)
, pp. 242-249,
2003.
|
| 2002 |
|
|
-
-
Semi-supervised method for crop classification using hyperspectral remote sensing images
L. Gómez-Chova, J. Calpe, J. D. Martín, E. Soria, G. Camps-Valls, and J. Moreno
1st Int. Symposium. Recent Advantages in Quantitative Remote Sensing.
,
2002.
-
-
High-speed weighing system based on DSP
J Calpe, E Soria, M Martinez, JV Frances, A Rosado, L Gomez-Chova, and J Vila
IECON-2002: Proceedings of the 2002 28Th Annual Conference of the IEEE Industrial Electronics Society
1-4, pp. 1579-1583,
2002.
|
| 2001 |
|
|
-
-
Improvements in land surface classification with hyperspectral HyMap data at Barrax
L. Gómez-Chova, J. Calpe, E. Soria, J. Moreno, M.C. González, L. Alonso, and J.D. Martín
Final Results Workshop on DAISEX (Digital Airborne Spectrometer Experiment)
, pp. 249-254, ESA SP-499, ESA Publications Division,
2001.
-
-
Methods to evaluate the performance of fetal electrocardiogram extraction algorithms
M. Martinez, J. Calpe, E. Soria, J.F. Guerrero, G. Camps, and L. Gomez
IEEE Computers in Cardiology 2001
28, pp. 253-256,
2001.
-
-
Risk assessment for acute myocardial infarction patients using Artificial Neural Networks
J. Sepulveda, E. Soria, G. Camps, G. Sanz, J. Marrugat, and L. Gomez
IEEE Computers in Cardiology 2001
28, pp. 573-575,
2001.
|
(c) copyright. Luis Gomez-Chova.
|
|
