G. Camps Valls : rechercher sur Z-Library

Le plus grand référentiel d'articles scientifiques au monde. 70,000,000+ d'articles gratuitement.

Don't use scam websites

Livres
Articles (500+)
Les plus populaires
Liste
- Liste
- Tableau

1

Deep learning and process understanding for data-driven Earth system science

Reichstein, Markus, Camps-Valls, Gustau, Stevens, Bjorn, Jung, Martin, Denzler, Joachim, Carvalhais, Nuno, Prabhat,

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 2.50 MB

english, 2019

2

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

Jochem Verrelst, Jordi Muñoz, Luis Alonso, Jesús Delegido, Juan Pablo Rivera, Gustavo Camps-Valls, José Moreno

Journal:

Remote Sensing of Environment

Année:

2012

Langue:

english

Fichier:

PDF, 2.19 MB

english, 2012

3

[IEEE 2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Grenoble, France (2009.09.1-2009.09.4)] 2009 IEEE International Workshop on Machine Learning for Signal Processing - Machine learning in remote sensing data processing

Camps-Valls, Gustavo

Année:

2009

Langue:

english

Fichier:

PDF, 2.36 MB

english, 2009

4

Land cover classification of VHR airborne images for citrus grove identification

J. Amorós López, E. Izquierdo Verdiguier, L. Gómez Chova, J. Muñoz Marí, J.Z. Rodríguez Barreiro, G. Camps Valls, J. Calpe Maravilla

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2011

Langue:

english

Fichier:

PDF, 1.69 MB

english, 2011

5

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification

Romero, Adriana, Gatta, Carlo, Camps-Valls, Gustau

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2015

Langue:

english

Fichier:

PDF, 2.63 MB

english, 2015

6

The Recycling Gibbs sampler for efficient learning

Martino, Luca, Elvira, Víctor, Camps-Valls, Gustau

Journal:

Digital Signal Processing

Année:

2018

Langue:

english

Fichier:

PDF, 1.79 MB

english, 2018

7

A support vector domain method for change detection in multitemporal images

F. Bovolo, G. Camps-Valls, L. Bruzzone

Journal:

Pattern Recognition Letters

Année:

2010

Langue:

english

Fichier:

PDF, 678 KB

english, 2010

8

Snow Thickness Monitoring Using GNSS Measurements

Rodriguez-Alvarez, N., Aguasca, A., Valencia, E., Bosch-Lluis, X., Camps, A., Ramos-Perez, I., Park, H., Vall-llossera, M.

Journal:

IEEE Geoscience and Remote Sensing Letters

Année:

2012

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2012

9

A low-complexity fuzzy activation function for artificial neural networks

Soria-Olivas, E., Martin-Guerrero, J.D., Camps-Valls, G., Serrano-Lopez, A.J., Calpe-Maravilla, J., Gomez-Chova, L.

Journal:

IEEE Transactions on Neural Networks

Année:

2003

Langue:

english

Fichier:

PDF, 375 KB

english, 2003

10

Support Vector Machines for Nonlinear Kernel ARMA System Identification

Martinez-Ramon, Manel, Rojo-Alvarez, Jos Luis, Camps-Valls, Gustavo, Munoz-Mari, Jordi, Navia-Vazquez, ngel, Soria-Olivas, Emilio, Figueiras-Vidal, Anbal R.

Journal:

IEEE Transactions on Neural Networks

Année:

2006

Langue:

english

Fichier:

PDF, 251 KB

english, 2006

11

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Learning with the kernel signal to noise ratio

Gomez-Chova, Luis, Camps-Valls, Gustavo

Année:

2012

Langue:

english

Fichier:

PDF, 874 KB

english, 2012

12

Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces

Tuia, Devis, Munoz-Mari, Jordi, Rojo-Alvarez, Jose Luis, Martinez-Ramon, Manel, Camps-Valls, Gustavo

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2014

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2014

13

Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence

Guanter, L., Zhang, Y., Jung, M., Joiner, J., Voigt, M., Berry, J. A., Frankenberg, C., Huete, A. R., Zarco-Tejada, P., Lee, J.-E., Moran, M. S., Ponce-Campos, G., Beer, C., Camps-Valls, G., Buchmann,

Journal:

Proceedings of the National Academy of Sciences

Année:

2014

Langue:

english

Fichier:

PDF, 4.57 MB

english, 2014

14

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Semisupervised kernel orthonormalized partial least squares

Izquierdo-Verdiguier, Emma, Arenas-Garcia, Jeronimo, Munoz-Romero, Sergio, Gomez-Chova, Luis, Camps-Valls, Gustavo

Année:

2012

Langue:

english

Fichier:

PDF, 333 KB

english, 2012

15

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Nonlinear data description with Principal Polynomial Analysis

Laparra, V., Tuia, D., Jimenez, S., Camps-Valls, G., Malo, J.

Année:

2012

Langue:

english

Fichier:

PDF, 1.22 MB

english, 2012

16

Support vector machines in engineering: an overview

Salcedo-Sanz, S., Rojo-Álvarez, J. L., Martínez-Ramón, M., Camps-Valls, G.

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2014

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2014

17

Perceptual Adaptive Insensitivity for Support Vector Machine Image Coding

Gomez-Perez, G., Camps-Valls, G., Gutierrez, J., Malo, J.

Journal:

IEEE Transactions on Neural Networks

Année:

2005

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2005

18

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Preface

Santamaria, Ignacio, Santamaría, Ignacio, Arenas-Garcia, Jeronimo, Camps-Valls, Gustavo, Erdogmus, Deniz, Perez-Cruz, Fernando

Année:

2012

Langue:

english

Fichier:

PDF, 106 KB

english, 2012

19

Digital Signal Processing with Kernel Methods || Index

Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustau

Année:

2018

Langue:

english

Fichier:

PDF, 397 KB

english, 2018

20

Multitemporal Cloud Masking in the Google Earth Engine

Mateo-García, Gonzalo, Gómez-Chova, Luis, Amorós-López, Julia, Muñoz-Marí, Jordi, Camps-Valls, Gustau

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 30.22 MB

english, 2018

21

Radio-Frequency Interference Detection and Mitigation Algorithms for Synthetic Aperture Radiometers

Camps, Adriano, Gourrion, Jerome, Tarongi, Jose Miguel, Vall Llossera, Mercedes, Gutierrez, Antonio, Barbosa, Jose, Castro, Rita

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 2.61 MB

english, 2011

22

Inferring causation from time series in Earth system sciences

Runge, Jakob, Bathiany, Sebastian, Bollt, Erik, Camps-Valls, Gustau, Coumou, Dim, Deyle, Ethan, Glymour, Clark, Kretschmer, Marlene, Mahecha, Miguel D., Muñoz-Marí, Jordi, van Nes, Egbert H., Peters,

Journal:

Nature Communications

Année:

2019

Langue:

english

Fichier:

PDF, 2.20 MB

english, 2019

23

Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt

Wolanin, Aleksandra, Mateo-Garcı́a, Gonzalo, Camps-Valls, Gustau, Gómez-Chova, Luis, Meroni, Michele, Duveiller, Gregory, You, Liangzhi, Guanter, Luis

Journal:

Environmental Research Letters

Année:

2020

Langue:

english

Fichier:

PDF, 34.44 MB

english, 2020

24

Support vector machines framework for linear signal processing

J.L. Rojo-Álvarez, G. Camps-Valls, M. Martínez-Ramón, E. Soria-Olivas, A. Navia-Vázquez, A.R. Figueiras-Vidal

Journal:

Signal Processing

Année:

2005

Langue:

english

Fichier:

PDF, 301 KB

english, 2005

25

Urban monitoring using multi-temporal SAR and multi-spectral data

Luis Gomez-Chova, Diego Fernández-Prieto, Javier Calpe, Emilio Soria, Joan Vila, Gustavo Camps-Valls

Journal:

Pattern Recognition Letters

Année:

2006

Langue:

english

Fichier:

PDF, 448 KB

english, 2006

26

Remote Sensing Image Processing

Camps-Valls, Gustavo, Tuia, Devis, Gómez-Chova, Luis, Jiménez, Sandra, Malo, Jesús

Journal:

Synthesis Lectures on Image Video and Multimedia Processing

Année:

2011

Langue:

english

Fichier:

PDF, 10.40 MB

english, 2011

27

Remote sensing image segmentation by active queries

Devis Tuia, Jordi Muñoz-Marí, Gustavo Camps-Valls

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 2.11 MB

english, 2012

28

Introduction to the Issue on Advances in Remote Sensing Image Processing

Camps-Valls, G., Benediktsson, J.A., Bruzzone, L., Chanussot, J.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2011

Langue:

english

Fichier:

PDF, 818 KB

english, 2011

29

Analysis of correlation and total power radiometer front-ends using noise waves

Corbella, I., Torres, F., Camps, A., Duffo, N., Vall-llossera, M., Rautiainen, K., Martin-Neira, M., Colliander, A.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2005

Langue:

english

Fichier:

PDF, 586 KB

english, 2005

30

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

Camps-Valls, G., Gomez-Chova, L., Munoz-Mari, J., Rojo-Alvarez, J.L., Martinez-Ramon, M.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2008

Langue:

english

Fichier:

PDF, 978 KB

english, 2008

31

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data

Mũnoz-Marí, J., Bovolo, F., Gómez-Chova, L., Bruzzone, L., Camp-Valls, G.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2010

Langue:

english

Fichier:

PDF, 1.19 MB

english, 2010

32

Correction of systematic spatial noise in push-broom hyperspectral sensors: application to CHRIS/PROBA images

Gómez-Chova, Luis, Alonso, Luis, Guanter, Luis, Camps-Valls, Gustavo, Calpe, Javier, Moreno, José

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 14.10 MB

english, 2008

33

Hyperspectral Remote Sensing Data Analysis and Future Challenges

Bioucas-Dias, Jose M., Plaza, Antonio, Camps-Valls, Gustavo, Scheunders, Paul, Nasrabadi, Nasser, Chanussot, Jocelyn

Journal:

IEEE Geoscience and Remote Sensing Magazine

Année:

2013

Langue:

english

Fichier:

PDF, 7.27 MB

english, 2013

34

Gaussian processes uncertainty estimates in experimental Sentinel-2 LAI and leaf chlorophyll content retrieval

Verrelst, Jochem, Rivera, Juan Pablo, Moreno, José, Camps-Valls, Gustavo

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2013

Langue:

english

Fichier:

PDF, 4.43 MB

english, 2013

35

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

Camps-Valls, Gustavo, Tuia, Devis, Bruzzone, Lorenzo, Benediktsson, Jon Atli

Journal:

IEEE Signal Processing Magazine

Année:

2014

Langue:

english

Fichier:

PDF, 2.64 MB

english, 2014

36

Enhancing Genetic Feature Selection Through Restricted Search and Walsh Analysis

S. Salcedo-sanz, G. Camps-valls, F. Perez-cruz, J. Sepulveda-sanchis, C. Bousono-calzon

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Année:

2004

Langue:

english

Fichier:

PDF, 272 KB

english, 2004

37

Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters

Caicedo, Juan Pablo Rivera, Verrelst, Jochem, Munoz-Mari, Jordi, Moreno, Jose, Camps-Valls, Gustavo

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2014

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2014

38

[IEEE 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Kittila, Finland (2010.08.29-2010.09.1)] 2010 IEEE International Workshop on Machine Learning for Signal Processing - Adaptive kernel ridge regression for image denoising

Armengot, Marcelo, Laparra, Valero, Gomez-Chova, Luis, Malo, Jesus, Camps-Valls, Gustavo

Année:

2010

Langue:

english

Fichier:

PDF, 2.22 MB

english, 2010

39

Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines

Camps-Valls, G., Soria-Olivas, E., Perez-Ruixo, J.J., Artes-Rodriguez, A., Jimenez-Torres, N.V.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Année:

2007

Langue:

english

Fichier:

PDF, 716 KB

english, 2007

40

Semisupervised Image Classification With Laplacian Support Vector Machines

Gomez-Chova, L., Camps-Valls, G., Munoz-Mari, J., Calpe, J.

Journal:

IEEE Geoscience and Remote Sensing Letters

Année:

2008

Langue:

english

Fichier:

PDF, 683 KB

english, 2008

41

Iterative Gaussianization: From ICA to Random Rotations

Laparra, V, Camps-Valls, G, Malo, J

Journal:

IEEE Transactions on Neural Networks

Année:

2011

Langue:

english

Fichier:

PDF, 1.27 MB

english, 2011

42

[IEEE IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings - Toulouse, France (21-25 July 2003)] IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477) - Feature selection of hyperspectral data through local correlation and SFFS for crop classification

Gomez-Chova, L., Calpe, J., Camps-Valls, G., Martin, J.D., Soria, E., Vila, J., Alonso-Chorda, L., Moreno, J.

Année:

2003

Langue:

english

Fichier:

PDF, 2.03 MB

english, 2003

43

[IEEE International Conference on Image Processing - Barcelona, Spain (14-17 Sept. 2003)] Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) - CART-based feature selection of hyperspectral images for crop cover classification

Gomez-Chova, L., Calpe, J., Soria, E., Camps-Valls, G., Martin, J.D., Moreno, J.

Année:

2003

Langue:

english

Fichier:

PDF, 312 KB

english, 2003

44

[IEEE 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Kittila, Finland (2010.08.29-2010.09.1)] 2010 IEEE International Workshop on Machine Learning for Signal Processing - Learning spatial filters for multispectral image segmentation

Tuia, Devis, Camps-Valls, Gustavo, Flamary, Remi, Rakotomamonjy, Alain

Année:

2010

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2010

45

Nonlinear System Identification With Composite Relevance Vector Machines

Camps-Valls, Gustavo, Martnez-Ramn, Manel, Rojo-lvarez, Jos Luis, Muoz-Mar, Jordi

Journal:

IEEE Signal Processing Letters

Année:

2007

Langue:

english

Fichier:

PDF, 176 KB

english, 2007

46

[IEEE 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Kittila, Finland (2010.08.29-2010.09.1)] 2010 IEEE International Workshop on Machine Learning for Signal Processing - Semi-supervised remote sensing image classification via maximum entropy

Erkan, Ayse Naz, Camps-Valls, Gustavo, Altun, Yasemin

Année:

2010

Langue:

english

Fichier:

PDF, 483 KB

english, 2010

47

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Altimetry study performed using an airborne GNSS-Reflectometer

Rodriguez-Alvarez, N., Acevo, R., Aguasca, A., Valencia, E., Camps, A., Vall-llossera, M., Bosch-Lluis, X., Ramos-Perez, I.

Année:

2010

Langue:

english

Fichier:

PDF, 358 KB

english, 2010

48

SPIE Proceedings [SPIE Remote Sensing - Florence, Italy (Monday 17 September 2007)] Image and Signal Processing for Remote Sensing XIII - Efficient regularized LDA for hyperspectral image classification

Bandos, Tatyana V., Bruzzone, Lorenzo, Camps-Valls, Gustavo, Bruzzone, Lorenzo

Année:

2007

Langue:

english

Fichier:

PDF, 1.48 MB

english, 2007

49

Kernel Methods for Remote Sensing Data Analysis || Land and Sea Surface Temperature Estimation by Support Vector Regression

Camps-Valls, Gustavo, Bruzzone, Lorenzo

Année:

2009

Langue:

english

Fichier:

PDF, 2.43 MB

english, 2009

50

Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis

Laparra, Valero, Jiménez, Sandra, Camps-Valls, Gustavo, Malo, Jesús

Journal:

Neural Computation

Année:

2012

Langue:

english

Fichier:

PDF, 1.78 MB

english, 2012