Roberto
Gil Pita
Catedrático/a de Universidad
María del Pilar
Jarabo Amores
Catedrático/a de Universidad
Publications dans lesquelles il/elle collabore avec María del Pilar Jarabo Amores (25)
2013
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Radar detection with the Neyman-Pearson criterion using supervised-learning-machines trained with the cross-entropy error Emerging radar techniques
Eurasip Journal on Advances in Signal Processing, Vol. 2013, Núm. 1
2012
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Speech source separation using a generalized mean shift algorithm
Signal Processing, Vol. 92, Núm. 9, pp. 2248-2252
2011
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Energy-weighted Mean Shift algorithm for speech source separation
IEEE Workshop on Statistical Signal Processing Proceedings
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Statistical blind classification of terrain surfaces in SAR images
2nd International Conference on Space Technology, ICST 2011
2010
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Application of diametrical clustering to tree-based matching pursuit for sinusoidal modeling
European Signal Processing Conference
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Automatic target detection in simulated ground clutter (Weibull distributed) by multilayer perceptrons in a low-resolution coherent radar
IET Radar, Sonar and Navigation, Vol. 4, Núm. 2, pp. 315-328
2009
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Statistical analysis of the zero-phase method for aligning noisy high-resolution radar signals
IET Radar, Sonar and Navigation, Vol. 3, Núm. 1, pp. 62-69
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Study of two error functions to approximate the Neyman-Pearson detector using supervised learning machines
IEEE Transactions on Signal Processing, Vol. 57, Núm. 11, pp. 4175-4181
2008
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Detection of known targets in weibull clutter based on neural networks. Robustness study against target parameters changes
2008 IEEE Radar Conference, RADAR 2008
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MLP-based radar detectors for Swerling 1 targets
Pattern Recognition and Image Analysis, Vol. 18, Núm. 1, pp. 101-106
2007
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Divide and conquer approach to improve performance on ATR systems
Pattern Recognition and Image Analysis, Vol. 17, Núm. 2, pp. 284-291
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Low complexity MLP-based radar detector: Influence of the training algorithm and the MLP size
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Performance analysis of MLP-based radar detectors in weibull-distributed clutter with respect to target doppler frequency
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Robustness with respect to the signal-to-noise ratio of MLP-based detectors in weibull clutter
European Signal Processing Conference
2006
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NN-based detector for known targets in coherent Weibull clutter
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005
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Complexity reduction in Neural Networks applied to Traffic Sign Recognition tasks
13th European Signal Processing Conference, EUSIPCO 2005
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Sensitivity of neural networks which approximate the Neyman-Pearson detector to threshold variations
13th European Signal Processing Conference, EUSIPCO 2005
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Sufficient condition for an adaptive system to approximate the Neyman-Pearson detector
IEEE Workshop on Statistical Signal Processing Proceedings
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Using multilayer perceptrons to align high range resolution radar signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)