Thesis
Learning efficient image representations: Connections between statistics and neuroscience.
V. Laparra. Advisors: J. Malo and G. Camps
Universitat de Valencia, Spain, 19 Sept,
(2011)
Books
Generative Adversarial Networks in the geosciences
Chapter 10 in: Deep learning for the Earth Sciences: A comprehensive approach to remote sensing, climate science and geosciences.
Gonzalo Mateo-Garcia, Christian Requena-Mesa, Valero Laparra, Luis Gomez-Chova
Wiley & Sons,
(2020)
Statistical biophysical parameter retrieval and emulation with Gaussian processes
Chapter in: Hyperspectral Imaging.
Gustau Camps-Valls and Luis Gomez-Chova and Valero Laparra and Luca Martino and Gonzalo Mateo-Garcia and Jordi Munoz-Mari and Daniel H. Svendsen and Jochem Verrelst
Eds. Elsevier,
(2020)
Feature extraction in Earth Observation Data Processing
Chapter in: Comprehensive Remote Sensing.
E. Izquierdo, V. Laparra, J. Munoz-Mari, L. Gomez-Chova and G. Camps-Valls
Eds. Elsevier,
(2017)
Kernel Feature Extraction in Signal Processing
Chapter 12 in: Digital Signal Processing with Kernel Methods.
V. Laparra and Camps-Valls, G.
Rojo-Álvarez, J.L. and Martínez-Ramón, M. and Muñoz-Marí, J. and Camps-Valls, G. , Eds. Wiley & Sons,
(2017)
A Review of Kernel Methods in Remote Sensing Data Analysis
Chapter 9 in: Optical Remote Sensing: Advances in Signal Processing and Exploitation Techniques.
L. Gómez-Chova, J. Muñoz, V. Laparra, J. Malo and G. Camps
Saurabh Prasad, Lori Bruce and Jocelyn Chanussot, Eds. Springer-Verlag,
(2010)
