Gustavo Camps-Valls
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
45
Venues
8
Active years
2001–2018
Best venue rank
C
Where they publish
Papers
45 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2018 | IGARSS | Global Estimation of Soil Moisture Persistence with L and C-Band Microwave Sensors. | Maria Piles, Robin van der Schalie, Alexander Gruber, Jordi Muoz-Mar, Gustavo Camps-Valls, Anna Mateo-Sanchis, Wouter Dorigo, Richard de Jeu |
| 2017 | IGARSS | Remote sensing of vegetation dynamics in agro-ecosystems using smap vegetation optical depth and optical vegetation indices. | Maria Piles, Gustavo Camps-Valls, David Chaparro, Dara Entekhabi, Alexandra Georges Konings, Thomas Jagdhuber |
| 2014 | ICIP | Lossless coding of hyperspectral images with principal polynomial analysis. | Naoufal Amrani, Valero Laparra, Gustavo Camps-Valls, Joan Serra-Sagrist, Jess Malo |
| 2014 | IGARSS | Spectral adaptation of hyperspectral flight lines using VHR contextual information. | Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Gustavo Camps-Valls, Pieter Kempeneers, Paul Scheunders |
| 2013 | IGARSS | Kernel Structural SIMIlarity on hyperspectral images. | Vicent Talens, Valero Laparra, Jesus Malo, Gustavo Camps-Valls |
| 2013 | IGARSS | Multi-sensor change detection based on nonlinear canonical correlations. | Michele Volpi, Frank de Morsier, Gustavo Camps-Valls, Mikhail F. Kanevski, Devis Tuia |
| 2013 | IGARSS | Kernel change discriminant analysis for multitemporal cloud masking. | Luis Gmez-Chova, Emma Izquierdo-Verdiguier, Julia Amors-Lpez, Jordi Muoz-Mar, Gustavo Camps-Valls |
| 2013 | IGARSS | Advances in synergy of AATSR-MERIS sensors for cloud detection. | Luis Gmez-Chova, Jordi Muoz-Mar, Julia Amors-Lpez, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls |
| 2013 | IGARSS | Domain adaptation with Hidden Markov Random Fields. | Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Gustavo Camps-Valls, Birgen Haest, Paul Scheunders |
| 2013 | IGARSS | Estimation of vegetation chlorophyll content with Variational Heteroscedastic Gaussian Processes. | Miguel Lzaro-Gredilla, Michalis K. Titsias, Jochem Verrelst, Gustavo Camps-Valls |
| 2012 | IGARSS | Discovering single classes in remote sensing images with active learning. | Mirco Furlani, Devis Tuia, Jordi Muoz-Mar, Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone |
| 2012 | IGARSS | Semisupervised nonlinear feature extraction for image classification. | Emma Izquierdo-Verdiguier, Luis Gmez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls |
| 2012 | IGARSS | Including invariances in SVM remote sensing image classification. | Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gmez-Chova, Gustavo Camps-Valls |
| 2011 | ICASSP | Explicit recursivity into reproducing kernel Hilbert spaces. | Devis Tuia, Gustavo Camps-Valls, Manel Martnez-Ramn |
| 2011 | IGARSS | Kernel image similarity criterion. | Vicent Talens, Jos F. Moreno, Gustavo Camps-Valls |
| 2011 | IGARSS | Large scale semi-supervised image segmentation with active queries. | Devis Tuia, Jordi Muoz-Mar, Gustavo Camps-Valls |
| 2011 | IGARSS | Unsupervised change detection in the feature space using kernels. | Michele Volpi, Devis Tuia, Gustavo Camps-Valls, Mikhail F. Kanevski |
| 2011 | IGARSS | Kernel-based retrieval of atmospheric profiles from IASI data. | Gustavo Camps-Valls, Valero Laparra, Jordi Muoz-Mar, Luis Gmez-Chova, Xavier Calbet |
| 2011 | IGARSS | Kernel entropy component analysis in remote sensing data clustering. | Luis Gmez-Chova, Robert Jenssen, Gustavo Camps-Valls |
| 2011 | IGARSS | Explicit signal to noise ratio in reproducing kernel Hilbert spaces. | Luis Gmez-Chova, Allan Aasbjerg Nielsen, Gustavo Camps-Valls |
| 2011 | IGARSS | Principal polynomial analysis for remote sensing data processing. | Valero Laparra, Devis Tuia, Sandra Jimnez, Gustavo Camps-Valls, Jesus Malo |
| 2010 | IGARSS | Cluster-based active learning for compact image classification. | Devis Tuia, Mikhail F. Kanevski, Jordi Muoz-Mar, Gustavo Camps-Valls |
| 2010 | IGARSS | Multi-resolution spatial unmixing for MERIS and Landsat image fusion. | Julia Amors-Lpez, Luis Gmez-Chova, Luis Guanter, Luis Alonso, Jos F. Moreno, Gustavo Camps-Valls |
| 2010 | IGARSS | Estimating biophysical variable dependences with kernels. | Gustavo Camps-Valls, Devis Tuia, Valero Laparra, Jess Malo |
| 2009 | ICIP | PCA Gaussianization for image processing. | Valero Laparra, Gustavo Camps-Valls, Jess Malo |
| 2009 | ICIP | Recent advances in remote sensing image processing. | Devis Tuia, Gustavo Camps-Valls |
| 2009 | IGARSS | Learning the Relevant Image Features with Multiple Kernels. | Devis Tuia, Giona Matasci, Gustavo Camps-Valls, Mikhail F. Kanevski |
| 2009 | IGARSS | Biophysical Parameter Estimation with Adaptive Gaussian Processes. | Gustavo Camps-Valls, Luis Gmez-Chova, Jordi Muoz-Mar, Joan Vila-Francs, Julia Amors-Lpez, Javier Calpe-Maravilla |
| 2009 | IGARSS | Cloud Screening with Combined MERIS and AATSR Images. | Luis Gmez-Chova, Jordi Muoz-Mar, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls, Javier Calpe-Maravilla, Jos F. Moreno |
| 2009 | ISDA | Semi-supervised Kernel Target Detection in Hyperspectral Images. | Luca Capobianco, Andrea Garzelli, Gustavo Camps-Valls |
| 2008 | ICIP | Recovering wavelet relations using SVM for image denoising. | Valero Laparra, Jaime Gutierrez, Gustavo Camps-Valls, Jesus Malo |
| 2008 | IGARSS | Semi-Supervised Support Vector Biophysical Parameter Estimation. | Gustavo Camps-Valls, Jordi Muoz-Mar, Luis Gmez-Chova, Javier Calpe-Maravilla |
| 2008 | IGARSS | Semi-Supervised Kernel Orthogonal Subspace Projection. | Luca Capobianco, Andrea Garzelli, Gustavo Camps-Valls |
| 2008 | IGARSS | Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel. | Luis Gmez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls, Javier Calpe-Maravilla |
| 2007 | IGARSS | Combination of one-class remote sensing image classifiers. | Jordi Muoz-Mar, Gustavo Camps-Valls, Luis Gmez-Chova, Javier Calpe-Maravilla |
| 2007 | IGARSS | Hyperspectral image classification with mahalanobis relevance vector machines. | Gustavo Camps-Valls, Antonio Rodrigo-Gonzlez, Jordi Muoz-Mar, Luis Gmez-Chova, Javier Calpe-Maravilla |
| 2007 | IGARSS | Semi-supervised cloud screening with Laplacian SVM. | Luis Gmez-Chova, Gustavo Camps-Valls, Jordi Muoz-Mar, Javier Calpe-Maravilla |
| 2007 | IGARSS | Feature extraction from remote sensing data using Kernel Orthonormalized PLS. | Jernimo Arenas-Garca, Gustavo Camps-Valls |
| 2006 | ESANN | Bootstrap feature selection in support vector machines for ventricular fibrillation detection. | Felipe Alonso Atienza, Jos Luis Rojo-lvarez, Gustavo Camps-Valls, Alfredo Rosado Muoz, Arcadi Garca-Alberola |
| 2006 | IGARSS | Advanced Processing of Hyperspectral Images. | Antonio J. Plaza, Jn Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni |
| 2003 | IBPRIA | Support Vector Machines for Crop Classification Using Hyperspectral Data. | Gustavo Camps-Valls, Luis Gmez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Jos David Martn-Guerrero, Jos F. Moreno |
| 2003 | ICIP | CART-based feature selection of hyperspectral images for crop cover classification. | Luis Gmez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, Jos David Martn-Guerrero, Jos F. Moreno |
| 2002 | ICANN | Multi-dimensional Function Approximation and Regression Estimation. | Fernando Prez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan Jos Prez-Ruixo, Anbal R. Figueiras-Vidal, Antonio Arts-Rodrguez |
| 2001 | ICANN | Neural Networks Ensemble for Cyclosporine Concentration Monitoring. | Gustavo Camps-Valls, Emilio Soria-Olivas, Jos David Martn-Guerrero, Antonio J. Serrano-Lpez, Juan Jos Prez-Ruixo, N. Vctor Jimnez |
| 2001 | IWANN | Some Examples for Solving Clinical Problems Using Neural Networks. | Antonio J. Serrano-Lpez, Emilio Soria-Olivas, Gustavo Camps-Valls, Jos David Martn-Guerrero, N. Vctor Jimnez |