GUSTAU
CAMPS VALLS
CATEDRÁTICO/A DE UNIVERSIDAD
JESUS
MALO LOPEZ
CATEDRÁTICO/A DE UNIVERSIDAD
Publikationen, an denen er mitarbeitet JESUS MALO LOPEZ (24)
2015
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Dimensionality reduction via regression in hyperspectral imagery
IEEE Journal on Selected Topics in Signal Processing, Vol. 9, Núm. 6, pp. 1026-1036
2014
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DIMENSIONALITY REDUCTION VIA REGRESSION ON HYPERSPECTRAL INFRARED SOUNDING DATA
2014 6TH WORKSHOP ON HYPERSPECTRAL IMAGE AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING (WHISPERS)
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Dimensionality reduction via regression on hyperspectral infrared sounding data
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
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LOSSLESS CODING OF HYPERSPECTRAL IMAGES WITH PRINCIPAL POLYNOMIAL ANALYSIS
2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
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Lossless coding of hyperspectral images with principal polynomial analysis
2014 IEEE International Conference on Image Processing, ICIP 2014
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Principal polynomial analysis
International Journal of Neural Systems, Vol. 24, Núm. 7
2013
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Kernel Structural SIMIlarity on hyperspectral images
International Geoscience and Remote Sensing Symposium (IGARSS)
2012
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NONLINEAR DATA DESC RIPTION WITH PRINCIPAL POLYNOMIAL ANALYSIS
2012 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP)
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Nonlinear data description with Principal Polynomial Analysis
IEEE International Workshop on Machine Learning for Signal Processing, MLSP
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Nonlinearities and adaptation of color vision from sequential principal curves analysis
Neural Computation, Vol. 24, Núm. 10, pp. 2751-2788
2011
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A Review of Kernel Methods in Remote Sensing Data Analysis
OPTICAL REMOTE SENSING: ADVANCES IN SIGNAL PROCESSING AND EXPLOITATION TECHNIQUES, Vol. 3, pp. 171-206
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Iterative gaussianization: From ICA to random rotations
IEEE Transactions on Neural Networks, Vol. 22, Núm. 4, pp. 537-549
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Principal polynomial analysis for remote sensing data processing
International Geoscience and Remote Sensing Symposium (IGARSS)
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Remote sensing image processing
Morgan and Claypool Publishers, pp. 1-194
2010
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Adaptive kernel ridge regression for image denoising
Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2010
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Estimating biophysical variable dependences with kernels
International Geoscience and Remote Sensing Symposium (IGARSS)
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Image denoising with kernels based on natural image relations
Journal of Machine Learning Research, Vol. 11, pp. 873-903
2009
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PCA Gaussianization for image processing
Proceedings - International Conference on Image Processing, ICIP
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PCA Gaussianization for one-class remote sensing image classification
Proceedings of SPIE - The International Society for Optical Engineering
2008
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On the suitable domain for SVM training in image coding
Journal of Machine Learning Research, Vol. 9, pp. 49-66