Improving lossy image compression Wavelet transform based algorithms by predicting discarded coefficients. - Roberto Gil-Pita; Manuel Rosa-Zurera; Fernando Pérez-Cruz (EUSIPCO, 2002)

Improving neural classifiers for ATR using a kernel method for generating synthetic training sets. - Roberto Gil-Pita; Pilar Jarabo Amores; Manuel Rosa-Zurera; Francisco López-Ferreras (NNSP, 2002)

MLP and RBFN for Detecting White Gaussian Signals in White Gaussian Interference. - Pilar Jarabo Amores; Roberto Gil-Pita; Manuel Rosa-Zurera; Francisco López-Ferreras (IWANN (2), 2003)

Background Pixel Classification for Motion Detection in Video Image Sequences. - Pedro Gil-Jiménez; Saturnino Maldonado-Bascón; Roberto Gil-Pita; Hilario Gómez-Moreno (IWANN (1), 2003)

Neural Solutions for High Range Resolution Radar Classification. - Roberto Gil-Pita; Pilar Jarabo Amores; Raul Vicen-Bueno; Manuel Rosa-Zurera (IWANN (2), 2003)

Enlarging Training Sets for Neural Networks. - Roberto Gil-Pita; Pilar Jarabo Amores; Manuel Rosa-Zurera; Francisco López-Ferreras (ANNs, 2004)

On the Capability of Neural Networks to Approximate the Neyman-Pearson Detector: A Theoretical Study. - Pilar Jarabo Amores; Roberto Gil-Pita; Manuel Rosa-Zurera; Francisco López-Ferreras (ANNs, 2004)

Sensitivity of neural networks which approximate the Neyman-Pearson detector to threshold variations. - Pilar Jarabo Amores; Roberto Gil-Pita; Manuel Rosa-Zurera; Francisco López-Ferreras (EUSIPCO, 2005)

Improving alignment of noisy signals using an iterative Zero Phase method. - Roberto Gil-Pita; Manuel Rosa-Zurera; Raul Vicen-Bueno; Manuel Utrilla-Manso (EUSIPCO, 2005)

Efficient bit allocation for high quality subband coding using non-selective filter banks under quantization noise constraints. - Manuel Rosa-Zurera; Miguel A. López-Carmona; Enrique Alexandre-Cortizo; Roberto Gil-Pita (EUSIPCO, 2005)

Complexity reduction in Neural Networks applied to traffic sign recognition tasks. - Raul Vicen-Bueno; Roberto Gil-Pita; Maria P. Jarabo-Amores; Francisco López-Ferreras (EUSIPCO, 2005)

Using Multilayer Perceptrons to Align High Range Resolution Radar Signals. - Roberto Gil-Pita; Manuel Rosa-Zurera; Pilar Jarabo Amores; Francisco López-Ferreras (ICANN (2), 2005)

Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks. - Raul Vicen-Bueno; Roberto Gil-Pita; Manuel Rosa-Zurera; Manuel Utrilla-Manso; Francisco López-Ferreras (IWANN, 2005)

Study of the performance of different alignment methods in pattern recognition. - Roberto Gil-Pita; Manuel Rosa-Zurera; Raul Vicen-Bueno; Francisco López-Ferreras; Manuel Utrilla-Manso (EUSIPCO, 2006)

Using Neural Networks to Detect Microfossil Teeth in Somosaguas Sur Paleontological Site. - Roberto Gil-Pita; N. Sala-Burgos (IDEAL, 2006)

NN-Based Detector for Known Targets in Coherent Weibull Clutter. - Raul Vicen-Bueno; Manuel Rosa-Zurera; Maria P. Jarabo-Amores; Roberto Gil-Pita (IDEAL, 2006)

A new algorithm for fast search of the k nearest patterns. - Roberto Gil-Pita; Manuel Rosa-Zurera; Raul Vicen-Bueno; Francisco López-Ferreras (EUSIPCO, 2007)

Robustness with respect to the signal-to-noise ratio of MLP-based detectors in Weibull clutter. - Raul Vicen-Bueno; María-Pilar Jarabo-Amores; Manuel Rosa-Zurera; David de la Mata-Moya; Roberto Gil-Pita (EUSIPCO, 2007)

Performance Analysis of MLP-Based Radar Detectors in Weibull-Distributed Clutter with Respect to Target Doppler Frequency. - Raul Vicen-Bueno; Maria P. Jarabo-Amores; Manuel Rosa-Zurera; Roberto Gil-Pita; David de la Mata-Moya (ICANN (2), 2007)

An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets. - Leopoldo Carro-Calvo; Sancho Salcedo-Sanz; Roberto Gil-Pita; Antonio Portilla-Figueras; Manuel Rosa-Zurera (IDEAL, 2007)

Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers. - Roberto Gil-Pita; Xin Yao 001 (IDEAL, 2007)

Traffic Sign Classification by Image Preprocessing and Neural Networks. - Raul Vicen-Bueno; Antonio García González; Elena Torijano Gordo; Roberto Gil-Pita; Manuel Rosa-Zurera (IWANN, 2007)

Low Complexity MLP-Based Radar Detector: Influence of the Training Algorithm and the MLP Size. - Raul Vicen-Bueno; Maria P. Jarabo-Amores; David de la Mata-Moya; Manuel Rosa-Zurera; Roberto Gil-Pita (IWANN, 2007)

Speech/music/noise classification in hearing aids using a two-layer classification system with MSE linear discriminants. - Enrique Alexandre; Roberto Gil-Pita; Lucas Cuadra; Lorena Álvarez; Manuel Rosa-Zurera (EUSIPCO, 2008)

Sensitivity to noise and performance of HRR-based ATR using the Maximum Position alignment method. - Roberto Gil-Pita; Manuel Rosa-Zurera; Raul Vicen-Bueno; Lorena Álvarez; Francisco López-Ferreras (EUSIPCO, 2008)

Evolving edited k-Nearest Neighbor Classifiers. - Roberto Gil-Pita; Xin Yao 001 (Int. J. Neural Syst., 2008)

Maximum Position Alignment Method for Noisy High-Resolution Radar Target Classification. - Roberto Gil-Pita; Manuel Rosa-Zurera; Raúl Vicen Bueno; Francisco López-Ferreras (IEEE Signal Process. Lett., 2008)

Influence of Acoustic Feedback on the Learning Strategies of Neural Network-Based Sound Classifiers in Digital Hearing Aids. - Lucas Cuadra; Enrique Alexandre; Roberto Gil-Pita; Raul Vicen-Bueno; Lorena Álvarez (EURASIP J. Adv. Signal Process., 2009)

Analysis of the Effects of Finite Precision in Neural Network-Based Sound Classifiers for Digital Hearing Aids. - Roberto Gil-Pita; Enrique Alexandre; Lucas Cuadra; Raul Vicen-Bueno; Manuel Rosa-Zurera (EURASIP J. Adv. Signal Process., 2009)

An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets. - Leopoldo Carro-Calvo; Sancho Salcedo-Sanz; Roberto Gil-Pita; Antonio Portilla-Figueras; Manuel Rosa-Zurera (Integr. Comput. Aided Eng., 2009)

Modified LMS-Based Feedback-Reduction Subsystems in Digital Hearing Aids Based on WOLA Filter Bank. - Raul Vicen-Bueno; A. Martinez-Leira; Roberto Gil-Pita; Manuel Rosa-Zurera (IEEE Trans. Instrum. Meas., 2009)

Study of two error functions to approximate the Neyman-pearson detector using supervised learning machines. - María-Pilar Jarabo-Amores; Manuel Rosa-Zurera; Roberto Gil-Pita; Francisco López-Ferreras (IEEE Trans. Signal Process., 2009)

Intelligent Traffic Sign Classifiers. - Raúl Vicen Bueno; Elena Torijano Gordo; Antonio García González; Manuel Rosa-Zurera; Roberto Gil-Pita (Encyclopedia of Artificial Intelligence, 2009)

Intelligent Radar Detectors. - Raúl Vicen Bueno; Manuel Rosa-Zurera; María-Pilar Jarabo-Amores; Roberto Gil-Pita; David de la Mata-Moya (Encyclopedia of Artificial Intelligence, 2009)

Application of diametrical clustering to tree-based matching pursuit for sinusoidal modeling. - Manuel Rosa-Zurera; María-Pilar Jarabo-Amores; Roberto Gil-Pita; Enrique Alexandre; Lucas Cuadra (EUSIPCO, 2010)

Joint design of Gaussianized spectrum-based features and least-square linear classifier for automatic acoustic environment classification in hearing aids. - Lucas Cuadra; Roberto Gil-Pita; Enrique Alexandre; Manuel Rosa-Zurera (Signal Process., 2010)

Optimum microphone array for monaural and binaural in-the-canal hearing aids. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (CAMSAP, 2011)

Cole parameter estimation from total right side electrical bioimpedance spectroscopy measurements - Influence of the number of frequencies and the upper limit. - Rubén Buendía; Roberto Gil-Pita; Fernando Seoane (EMBC, 2011)

Noise model for car-embedded speech acquisition system design. - David Ayllón; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (Intelligent Vehicles Symposium, 2012)

Enhancing the energy efficiency of wireless-communicated binaural hearing aids for speech separation driven by soft-computing algorithms. - Roberto Gil-Pita; Lucas Cuadra; Enrique Alexandre; David Ayllón; Lorena Álvarez; Manuel Rosa-Zurera (Appl. Soft Comput., 2012)

Speech source separation using a generalized mean shift algorithm. - David Ayllón; Roberto Gil-Pita; Pilar Jarabo Amores; Manuel Rosa-Zurera (Signal Process., 2012)

Speech Enhancement in Noisy Environments in Hearing Aids Driven by a Tailored Gain Function Based on a Gaussian Mixture Model. - Lorena Álvarez; Enrique Alexandre; Cosme Llerena; Roberto Gil-Pita; Lucas Cuadra (ICAISC (1), 2013)

Synchronizing Speech Mixtures in Speech Separation Problems under Reverberant Conditions. - Cosme Llerena; Roberto Gil-Pita; Lorena Álvarez; Manuel Rosa-Zurera (ICAISC (1), 2013)

An information theoretic approach for speech source enumeration. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera; Hamid Krim (ICASSP, 2013)

Rate-constrained source separation for speech enhancement in wireless-communicated binaural hearing aids. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (EURASIP J. Adv. Signal Process., 2013)

Radar detection with the Neyman-Pearson criterion using supervised-learning-machines trained with the cross-entropy error. - María-Pilar Jarabo-Amores; David de la Mata-Moya; Roberto Gil-Pita; Manuel Rosa-Zurera (EURASIP J. Adv. Signal Process., 2013)

Sensorized Garments and Textrode-Enabled Measurement Instrumentation for Ambulatory Assessment of the Autonomic Nervous System Response in the ATREC Project. - Fernando Seoane; Javier Ferreira; Lorena Álvarez; Rubén Buendía; David Ayllón; Cosme Llerena; Roberto Gil-Pita (Sensors, 2013)

Design of microphone arrays for hearing aids optimized to unknown subjects. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (Signal Process., 2013)

A computationally-efficient single-channel speech enhancement algorithm for monaural hearing aids. - David Ayllón; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (EUSIPCO, 2014)

FPGA-based real-time acoustic camera using pdm mems microphones with a custom demodulation filter. - Héctor A. Sánchez-Hevia; Roberto Gil-Pita; Manuel Rosa-Zurera (SAM, 2014)

MFCC based Enlargement of the Training Set for Emotion Recognition in Speech. - Inma Mohino-Herranz; Roberto Gil-Pita; Sagrario Alonso-Diaz; Manuel Rosa-Zurera (CoRR, 2014)

An evolutionary algorithm to optimize the microphone array configuration for speech acquisition in vehicles. - David Ayllón; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (Eng. Appl. Artif. Intell., 2014)

Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time. - Fernando Seoane; Inmaculada Mohino-Herranz; Javier Ferreira; Lorena Álvarez; Rubén Buendía; David Ayllón; Cosme Llerena; Roberto Gil-Pita (Sensors, 2014)

Real-time multiple DOA estimation of speech sources in wireless acoustic sensor networks. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera; Hamid Krim (ICASSP, 2015)

Gunshot Classification from Single-channel Audio Recordings using a Divide and Conquer Approach. - Héctor A. Sánchez-Hevia; David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (ICPRAM (2), 2015)

Indoor blind localization of smartphones by means of sensor data fusion. - David Ayllón; Héctor A. Sánchez-Hevia; Roberto Gil-Pita; Manuel Rosa-Zurera (SAS, 2015)

Energy-Efficient Sound Environment Classifier for Hearing Aids Based on Multi-objective Simulated Annealing Programming. - Alberto Cocaña-Fernández; Luciano Sánchez; José Ranilla; Roberto Gil-Pita; David Ayllón (SOCO, 2015)

Assessment of Mental, Emotional and Physical Stress through Analysis of Physiological Signals Using Smartphones. - Inma Mohino-Herranz; Roberto Gil-Pita; Javier Ferreira; Manuel Rosa-Zurera; Fernando Seoane (Sensors, 2015)

A Computationally Efficient Sound Environment Classifier for Hearing Aids. - Roberto Gil-Pita; David Ayllón; José Ranilla; Cosme Llerena-Aguilar; Irene Díaz (IEEE Trans. Biomed. Eng., 2015)

A machine learning approach for computationally and energy efficient speech enhancement in binaural hearing aids. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (ICASSP, 2016)

Improving learning efficiency in multi-objective simulated annealing programming for sound environment classification. - Alberto Cocaña-Fernández; Luciano Sánchez; José Ranilla; Roberto Gil-Pita; Héctor A. Sánchez-Hevia (SAM, 2016)

Distributed and collaborative sound environment information extraction in binaural hearing aids. - Roberto Gil-Pita; Héctor A. Sánchez-Hevia; Cosme Llerena-Aguilar; Inma Mohino-Herranz; Manuel Utrilla-Manso; Manuel Rosa-Zurera (SAM, 2016)

Synchronization for classical blind source separation algorithms in wireless acoustic sensor networks. - Cosme Llerena; Roberto Gil-Pita; David Ayllón; Héctor A. Sánchez-Hevia; Inma Mohino-Herranz; Manuel Rosa-Zurera (SSP, 2016)

Violence Detection in Real Environments for Smart Cities. - Joaquín García-Gómez; Marta Bautista-Durán; Roberto Gil-Pita; Inma Mohino-Herranz; Manuel Rosa-Zurera (UCAmI (2), 2016)

Synchronization based on mixture alignment for sound source separation in wireless acoustic sensor networks. - Cosme Llerena-Aguilar; Roberto Gil-Pita; Manuel Rosa-Zurera; David Ayllón; Manuel Utrilla-Manso; Francisco Llerena (Signal Process., 2016)

Indoor Blind Localization of Smartphones by Means of Sensor Data Fusion. - David Ayllón; Héctor A. Sánchez-Hevia; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (IEEE Trans. Instrum. Meas., 2016)

Energy-conscious fuzzy rule-based classifiers for battery operated embedded devices. - Alberto Cocaña-Fernández; José Ranilla; Roberto Gil-Pita; Luciano Sánchez (FUZZ-IEEE, 2017)

Evolved frequency log-energy coefficients for voice activity detection in hearing aids. - Roberto Gil-Pita; Joaquín García-Gómez; Marta Bautista-Durán; Elías F. Combarro; Alberto Cocaña-Fernández (FUZZ-IEEE, 2017)

Acoustic Detection of Violence in Real and Fictional Environments. - Marta Bautista-Durán; Joaquín García-Gómez; Roberto Gil-Pita; Héctor A. Sánchez-Hevia; Inma Mohino-Herranz; Manuel Rosa-Zurera (ICPRAM, 2017)

Improving Speech Intelligibility in Binaural Hearing Aids by Estimating a Time-Frequency Mask with a Weighted Least Squares Classifier. - David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (INTERSPEECH, 2017)

Energy-Efficient Acoustic Violence Detector for Smart Cities. - Marta Bautista-Durán; Joaquín García-Gómez; Roberto Gil-Pita; Inma Mohino-Herranz; Manuel Rosa-Zurera (Int. J. Comput. Intell. Syst., 2017)

Multicriteria Design of Cost-Conscious Fuzzy Rule-Based Classifiers. - Alberto Cocaña-Fernández; José Ranilla; Roberto Gil-Pita; Luciano Sánchez (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017)

A new mixing matrix estimation method based on the geometrical analysis of the sound separation problem. - Cosme Llerena-Aguilar; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (Signal Process., 2017)

Maximum Likelihood Decision Fusion for Weapon Classification in Wireless Acoustic Sensor Networks. - Héctor A. Sánchez-Hevia; David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Indoor Self-Localization and Orientation Estimation of Smartphones Using Acoustic Signals. - Héctor A. Sánchez-Hevia; David Ayllón; Roberto Gil-Pita; Manuel Rosa-Zurera (Wirel. Commun. Mob. Comput., 2017)

Smart Sound Processing for Defect Sizing in Pipelines Using EMAT Actuator Based Multi-Frequency Lamb Waves. - Joaquín García-Gómez; Roberto Gil-Pita; Manuel Rosa-Zurera; Antonio Romero-Camacho; Jesús Antonio Jiménez-Garrido; Víctor García-Benavides (Sensors, 2018)

Cost-constrained Drone Presence Detection through Smart Sound Processing. - Joaquín García-Gómez; Marta Bautista-Durán; Roberto Gil-Pita; Inma Mohino-Herranz; Miguel Aguilar-Ortega; César Clares-Crespo (ICPRAM, 2019)

Multi-microphone acoustic events detection and classification for indoor monitoring. - Miguel Aguilar-Ortega; Inma Mohino-Herranz; Manuel Utrilla-Manso; Joaquín García-Gómez; Roberto Gil-Pita; Manuel Rosa-Zurera (SPA, 2019)

Activity Recognition Using Wearable Physiological Measurements: Selection of Features from a Comprehensive Literature Study. - Inma Mohino-Herranz; Roberto Gil-Pita; Manuel Rosa-Zurera; Fernando Seoane (Sensors, 2019)

Age and Gender Recognition from Speech Using Deep Neural Networks. - Héctor A. Sánchez-Hevia; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (WAF, 2020)

A Wrapper Feature Selection Algorithm: An Emotional Assessment Using Physiological Recordings from Wearable Sensors. - Inma Mohino-Herranz; Roberto Gil-Pita; Joaquín García-Gómez; Manuel Rosa-Zurera; Fernando Seoane (Sensors, 2020)

Noise and Codification Effect on Emotional Speech Classification Systems. - Fangfang Zhu-Zhou; Roberto Gil-Pita; Joaquín García-Gómez; Manuel Rosa-Zurera (WI/IAT (Workshop/Special Session), 2021)

Age group classification and gender recognition from speech with temporal convolutional neural networks. - Héctor A. Sánchez-Hevia; Roberto Gil-Pita; Manuel Utrilla-Manso; Manuel Rosa-Zurera (Multim. Tools Appl., 2022)

Robust Multi-Scenario Speech-Based Emotion Recognition System. - Fangfang Zhu-Zhou; Roberto Gil-Pita; Joaquín García-Gómez; Manuel Rosa-Zurera (Sensors, 2022)

Robust Energy-efficient Audio-based Anger Detection System for Noisy Environments. - Fangfang Zhu-Zhou; Diana Tejera-Berengue; Manuel Rosa-Zurera; Manuel Utrilla-Manso; Roberto Gil-Pita (ICCP, 2023)

Violence Detection in Real-Life Audio Signals Using Lightweight Deep Neural Networks. - Ali Bakhshi; Joaquín García-Gómez; Roberto Gil-Pita; Stephan K. Chalup (INNS DLIA@IJCNN, 2023)

Acoustic-Based Detection of UAVs Using Machine Learning: Analysis of Distance and Environmental Effects. - Diana Tejera-Berengue; Fangfang Zhu-Zhou; Manuel Utrilla-Manso; Roberto Gil-Pita; Manuel Rosa-Zurera (SAS, 2023)

Enhanced DOA Estimation With Augmented CADiS by Exploiting Array Motion Strategies. - Penghui Ma; Jianfeng Li 001; Jingjing Pan; Xiaofei Zhang 001; Roberto Gil-Pita (IEEE Trans. Veh. Technol., 2023)

Initializing the weights of a multilayer perceptron for activity and emotion recognition. - Inma Mohino-Herranz; Roberto Gil-Pita; Joaquín García-Gómez; Sagrario Alonso-Diaz; Manuel Rosa-Zurera; Fernando Seoane (Expert Syst. Appl., 2024)

Coherent Signal DOA Estimation With Coprime Array: Exploiting Signal Subspace Reconstructing Strategy. - Penghui Ma; Jianfeng Li 001; Jingjing Pan; Xiaofei Zhang 001; Roberto Gil-Pita (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Two-Dimensional DOA Estimation of Coherent Signal Exploiting the Motion of Parallel Array. - Penghui Ma; Zhimei Hao; Haowei Zeng; Jianfeng Li 001; Xiaofei Zhang 001; Roberto Gil-Pita (IEEE Trans. Veh. Technol., 2024)