Fernando Díaz-de-María

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 29

Top Topics

Tumor Classification

Visual Attention

Visual Saliency

Top Venues

Signal Process. Image Commun.

IEEE Trans. Multim.

IEEE Trans. Circuits Syst. Video Technol.

Expert Syst. Appl.

Publications

Miguel Molina-Moreno, Iván González-Díaz, Ralf Mikut, Fernando Díaz-de-María
A self-supervised embedding of cell migration features for behavior discovery over cell populations. Comput. Methods Programs Biomed. 255 (2024)
Jorge Ortigoso-Narro, Fernando Díaz-de-María, Mohammad Mahdi Dehshibi, Ana Tajadura-Jiménez
L-SFAN: Lightweight Spatially-focused Attention Network for Pain Behavior Detection. CoRR (2024)
Mohammad Mahdi Dehshibi, Temitayo A. Olugbade, Fernando Díaz-de-María, Nadia Bianchi-Berthouze, Ana Tajadura-Jiménez
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs. IEEE J. Sel. Top. Signal Process. 17 (3) (2023)
Silvia Abal-Fernández, César Caramazana-Zarzosa, María Beatriz Loureiro-Casalderrey, Santiago Martínez, Carlos Balaguer, Fernando Díaz-de-María, Iván González-Díaz
Learning RL policies for anticipative assistive robots by simulating human-robot interactions in real scenarios using egocentric videos. ROBIO (2023)
Hector Alejandro Pedrozo, Andrés I. Casoni, Fernando Díaz-de-María, Vanina Estrada, María Soledad Díaz
Simultaneous design of macroalgae-based integrated biorefineries and their heat exchanger network. Comput. Chem. Eng. 164 (2022)
Miguel Molina-Moreno, Iván González-Díaz, Jon Sicilia, Georgiana Crainiciuc, Miguel Palomino-Segura, Andrés Hidalgo, Fernando Díaz-de-María
ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging. Medical Image Anal. 77 (2022)
Javier López-Labraca, Iván González-Díaz, Fernando Díaz-de-María, Alejandro Fueyo-Casado
An interpretable CNN-based CAD system for skin lesion diagnosis. Artif. Intell. Medicine 132 (2022)
Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
Training deep retrieval models with noisy datasets: Bag exponential loss. Pattern Recognit. 112 (2021)
Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
Probabilistic Topic Model for Context-Driven Visual Attention Understanding. IEEE Trans. Circuits Syst. Video Technol. 30 (6) (2020)
Javier Martínez-Cebrián, Miguel Angel Fernandez-Torres, Fernando Díaz-de-María
Interpretable Global-Local Dynamics for the Prediction of Eye Fixations in Autonomous Driving Scenarios. IEEE Access 8 (2020)
Álvaro García-Faura, Fernando Fernández Martínez, Ricardo Kleinlein, Rubén San-Segundo-Hernández, Fernando Díaz-de-María
A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes. Eng. Appl. Artif. Intell. 85 (2019)
Miguel Molina-Moreno, Iván González-Díaz, Fernando Díaz-de-María
Efficient Scale-Adaptive License Plate Detection System. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Eduardo Pla-Sacristán, Iván González-Díaz, Tomás Martínez-Cortés, Fernando Díaz-de-María
Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images. Expert Syst. Appl. 123 (2019)
Álvaro García-Faura, Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María, Rubén San Segundo
Emotion and attention: Audiovisual models for group-level skin response recognition in short movies. Web Intell. 17 (1) (2019)
Javier López-Labraca, Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María, Ángel Pizarro
Enriched dermoscopic-structure-based cad system for melanoma diagnosis. Multim. Tools Appl. 77 (10) (2018)
Eduardo Martínez-Enríquez, Jesús Cid-Sueiro, Fernando Díaz-de-María, Antonio Ortega
Directional Transforms for Video Coding Based on Lifting on Graphs. IEEE Trans. Circuits Syst. Video Technol. 28 (4) (2018)
Fernando Fernández Martínez, René Arnulfo García-Hernández, Miguel Angel Fernandez-Torres, Iván González-Díaz, Álvaro García-Faura, Fernando Díaz-de-María
Exploiting visual saliency for assessing the impact of car commercials upon viewers. Multim. Tools Appl. 77 (15) (2018)
Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
Automatic Learning of Image Representations Combining Content and Metadata. ICIP (2018)
Eduardo Martínez-Enríquez, Jesús Cid-Sueiro, Fernando Díaz-de-María, Antonio Ortega
Optimized Update/Prediction Assignment for Lifting Transforms on Graphs. IEEE Trans. Signal Process. 66 (8) (2018)
Iván González-Díaz, Murat Birinci, Fernando Díaz-de-María, Edward J. Delp
Neighborhood Matching for Image Retrieval. IEEE Trans. Multim. 19 (3) (2017)
Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María
Emotion and attention: predicting electrodermal activity through video visual descriptors. WI (2017)
Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez, Fernando Díaz-de-María
Bayesian adaptive algorithm for fast coding unit decision in the High Efficiency Video Coding (HEVC) standard. Signal Process. Image Commun. 56 (2017)
José Luís González-de-Suso, Eduardo Martínez-Enríquez, Fernando Díaz-de-María
Adaptive Lagrange multiplier estimation algorithm in HEVC. Signal Process. Image Commun. 56 (2017)
Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María
Comparing visual descriptors and automatic rating strategies for video aesthetics prediction. Signal Process. Image Commun. 47 (2016)
Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
A probabilistic topic approach for context-aware visual attention modeling. CBMI (2016)
Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez, Fernando Díaz-de-María
Complexity Control Based on a Fast Coding Unit Decision Method in the HEVC Video Coding Standard. IEEE Trans. Multim. 18 (4) (2016)
Iván González-Díaz, Tomás Martínez-Cortés, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Temporal segmentation and keyframe selection methods for user-generated video search-based annotation. Expert Syst. Appl. 42 (1) (2015)
Fernando Fernández Martínez, Alejandro Hernández-García, Fernando Díaz-de-María
Succeeding metadata based annotation scheme and visual tips for the automatic assessment of video aesthetic quality in car commercials. Expert Syst. Appl. 42 (1) (2015)
Manuel de-Frutos-López, José Luís González-de-Suso, Sergio Sanz Rodríguez, Carmen Peláez-Moreno, Fernando Díaz-de-María
Two-level sliding-window VBR control algorithm for video on demand streaming. Signal Process. Image Commun. 36 (2015)
Tomás Martínez-Cortés, Miguel Angel Fernandez-Torres, Amaya Jimenez-Moreno, Iván González-Díaz, Fernando Díaz-de-María, Juan Adan Guzmán-De-Villoria, Pilar Fernández
A Bayesian model for brain tumor classification using clinical-based features. ICIP (2014)
Fernando Fernández Martínez, Alejandro Hernández-García, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Combining audio-visual features for viewers' perception classification of Youtube car commercials. SLAM@INTERSPEECH (2014)
Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez, Vinay Kumar, Fernando Díaz-de-María
Standard-Compliant Low-Pass Temporal Filter to Reduce the Perceived Flicker Artifact. IEEE Trans. Multim. 16 (7) (2014)
José Luís González-de-Suso, Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez, Fernando Díaz-de-María
Improved Method to Select the Lagrange Multiplier for Rate-Distortion Based Motion Estimation in Video Coding. IEEE Trans. Circuits Syst. Video Technol. 24 (3) (2014)
Iván González-Díaz, Carlos E. Baz-Hormigos, Fernando Díaz-de-María
A Generative Model for Concurrent Image Retrieval and ROI Segmentation. IEEE Trans. Multim. 16 (1) (2014)
Fernando de-la-Calle-Silos, Iván González-Díaz, Fernando Díaz-de-María
Mid-level feature set for specific event and anomaly detection in crowded scenes. ICIP (2013)
Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez, Fernando Díaz-de-María
Mode Decision-Based Algorithm for Complexity Control in H.264/AVC. IEEE Trans. Multim. 15 (5) (2013)
Iván González-Díaz, Fernando Díaz-de-María
A region-centered topic model for object discovery and category-based image segmentation. Pattern Recognit. 46 (9) (2013)
Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez, Fernando Díaz-de-María
Standard compliant flicker reduction method with PSNR loss control. ICASSP (2013)
Eduardo Martínez-Enríquez, Fernando Díaz-de-María, Jesús Cid-Sueiro, Antonio Ortega
Filter optimization and complexity reduction for video coding using graph-based transforms. ICIP (2013)
Manuel de-Frutos-López, Ana Belén Mejía-Ocaña, Sergio Sanz Rodríguez, Carmen Peláez-Moreno, Fernando Díaz-de-María, Zygmunt Pizlo
A simplified subjective video quality assessment method based on signal detection theory. PCS (2012)
Sergio Sanz Rodríguez, Fernando Díaz-de-María
In-Layer Multibuffer Framework for Rate-Controlled Scalable Video Coding. IEEE Trans. Circuits Syst. Video Technol. 22 (8) (2012)
Rubén Solera-Ureña, Ana I. García-Moral, Carmen Peláez-Moreno, Manel Martínez-Ramón, Fernando Díaz-de-María
Real-Time Robust Automatic Speech Recognition Using Compact Support Vector Machines. IEEE Trans. Speech Audio Process. 20 (4) (2012)
Manuel de-Frutos-López, Helen Medina-Chanca, Sergio Sanz Rodríguez, Carmen Peláez-Moreno, Fernando Díaz-de-María
Perceptually-aware bilateral filtering for quality improvement in low bit rate video coding. PCS (2012)
Iván González-Díaz, Carlos E. Baz-Hormigos, Moises Berdonces, Fernando Díaz-de-María
A generative model for concurrent image retrieval and ROI segmentation. CBMI (2012)
Golnaz Abdollahian, Murat Birinci, Fernando Díaz-de-María, Moncef Gabbouj, Edward J. Delp
A region-dependent image matching method for image and video annotation. CBMI (2011)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
State-space dynamics distance for clustering sequential data. Pattern Recognit. 44 (5) (2011)
Ana I. García-Moral, Rubén Solera-Ureña, Carmen Peláez-Moreno, Fernando Díaz-de-María
Data Balancing for Efficient Training of Hybrid ANN/HMM Automatic Speech Recognition Systems. IEEE Trans. Speech Audio Process. 19 (3) (2011)
D. Munoz-Mejias, Iván González-Díaz, Fernando Díaz-de-María
A low-complexity pre-processing system for restoring low-quality QR code images. IEEE Trans. Consumer Electron. 57 (3) (2011)
Sergio Sanz Rodríguez, Fernando Díaz-de-María
Rate control initialization algorithm for scalable video coding. ICIP (2011)
Eduardo Martínez-Enríquez, Amaya Jimenez-Moreno, Miguel Angel-Pellon, Fernando Díaz-de-María
A Two-Level Classification-Based Approach to Inter Mode Decision in H.264/AVC. IEEE Trans. Circuits Syst. Video Technol. 21 (11) (2011)
Eduardo Martínez-Enríquez, Fernando Díaz-de-María, Antonio Ortega
Video encoder based on lifting transforms on graphs. ICIP (2011)
Sergio Sanz Rodríguez, Fernando Díaz-de-María
RBF-Based QP Estimation Model for VBR Control in H.264/SVC. IEEE Trans. Circuits Syst. Video Technol. 21 (9) (2011)
Manuel de-Frutos-López, Daniel Orellana-Quirós, Jose Carlos Pujol-Alcolado, Fernando Díaz-de-María
An improved fast mode decision algorithm for intraprediction in H.264/AVC video coding. Signal Process. Image Commun. 25 (10) (2010)
Eduardo Martínez-Enríquez, Amaya Jimenez-Moreno, Fernando Díaz-de-María
An adaptive algorithm for fast inter mode decision in the H.264/AVC video coding standard. IEEE Trans. Consumer Electron. 56 (2) (2010)
Manuel de-Frutos-López, Oscar del-Ama-Esteban, Sergio Sanz Rodríguez, Fernando Díaz-de-María
A two-level sliding-window VBR controller for real-time hierarchical video coding. ICIP (2010)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
State-Space Dynamics Distance for Clustering Sequential Data CoRR (2010)
Jesús Vicente-Peña, Fernando Díaz-de-María, W. Bastiaan Kleijn
The synergy between bounded-distance HMM and spectral subtraction for robust speech recognition. Speech Commun. 52 (2) (2010)
Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M AT TRECVID 2010 Semantic Indexing Task. TRECVID (2010)
Sergio Sanz Rodríguez, Oscar del-Ama-Esteban, Manuel de-Frutos-López, Fernando Díaz-de-María
Cauchy-Density-Based Basic Unit Layer Rate Controller for H.264/AVC. IEEE Trans. Circuits Syst. Video Technol. 20 (8) (2010)
Jesús Vicente-Peña, Fernando Díaz-de-María
Uncertainty decoding on Frequency Filtered parameters for robust ASR. Speech Commun. 52 (5) (2010)
Sergio Sanz Rodríguez, Fernando Díaz-de-María
RBF-based VBR controller for real-time H.264/SVC video coding. PCS (2010)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
Sequence Segmentation via Clustering of Subsequences. ICMLA (2009)
Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María
A New Distance Measure for Model-Based Sequence Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 31 (7) (2009)
Eduardo Martínez-Enríquez, Fernando Díaz-de-María
A hierarchical classification-based approach to Inter Mode Decision in H.264/AVC. ICME (2009)
Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M AT TRECVID 2009. TRECVID (2009)
Sergio Sanz Rodríguez, Fernando Díaz-de-María, Mehdi Rezaei
Low-complexity VBR controller for spatial-CGS and temporal scalable video coding. PCS (2009)
Oscar del-Ama-Esteban, Sergio Sanz Rodríguez, Manuel de-Frutos-López, Fernando Díaz-de-María
A Cauchy-density-based rate controller for H.264/AVC in low-delay environments. PCS (2009)
Eduardo Martínez-Enríquez, Amaya Jimenez-Moreno, Fernando Díaz-de-María
A novel fast inter mode decision in H.264/AVC based on a regionalized hypothesis testing. PCS (2009)
Patricia Henríquez, Jesús B. Alonso, Miguel A. Ferrer, Carlos M. Travieso, Juan Ignacio Godino-Llorente, Fernando Díaz-de-María
Characterization of Healthy and Pathological Voice Through Measures Based on Nonlinear Dynamics. IEEE Trans. Speech Audio Process. 17 (6) (2009)
Iván González-Díaz, Dario García-García, Fernando Díaz-de-María
A spatially aware generative model for image classification, topic discovery and segmentation. ICIP (2009)
Iván González-Díaz, Fernando Díaz-de-María
Adaptive Multipattern Fast Block-Matching Algorithm Based on Motion Classification Techniques. IEEE Trans. Circuits Syst. Video Technol. 18 (10) (2008)
Iván González-Díaz, Dario García-García, Rubén Solera-Ureña, Jaisiel Madrid-Sánchez, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M High Level Feature Extraction at TRECVID 2008. TRECVID (2008)
Iván González-Díaz, Kevin McGuinness, Tomasz Adamek, Noel E. O'Connor, Fernando Díaz-de-María
Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences. ICIP (2008)
Rubén Solera-Ureña, Darío Martín-Iglesias, Ascensión Gallardo-Antolín, Carmen Peláez-Moreno, Fernando Díaz-de-María
Robust ASR using Support Vector Machines. Speech Commun. 49 (4) (2007)
Ana I. García-Moral, Rubén Solera-Ureña, Carmen Peláez-Moreno, Fernando Díaz-de-María
Hybrid Models for Automatic Speech Recognition: A Comparison of Classical ANN and Kernel Based Methods. NOLISP (2007)
Iván González-Díaz, Fernando Díaz-de-María
Improved Motion Classification Techniques for Adaptive Multi-Pattern Fast Block-Matching Algorithm. ICIP (2) (2007)
Eduardo Martínez-Enríquez, Manuel de-Frutos-López, Jose Carlos Pujol-Alcolado, Fernando Díaz-de-María
A Fast Motion-Cost Based Algorithm for H.264/AVC Inter Mode Decision. ICIP (5) (2007)
Jaume Padrell-Sendra, Darío Martín-Iglesias, Fernando Díaz-de-María
Support Vector Machines for continuous speech recognition. EUSIPCO (2006)
Jesús Vicente-Peña, Ascensión Gallardo-Antolín, Carmen Peláez-Moreno, Fernando Díaz-de-María
Band-pass filtering of the time sequences of spectral parameters for robust wireless speech recognition. Speech Commun. 48 (10) (2006)
Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Diego F. Gómez-Cajas, Fernando Díaz-de-María
A comparison of front-ends for bitstream-based ASR over IP. Signal Process. 86 (7) (2006)
Jesús Vicente-Peña, Fernando Díaz-de-María, W. Bastiaan Kleijn
Individual on-line variance adaptation of frequency filtered parameters for robust ASR. INTERSPEECH (2006)
Jesús B. Alonso, Fernando Díaz-de-María, Carlos M. Travieso, Miguel A. Ferrer
Optimal Size of Time Window in Nonlinear Features for Voice Quality Measurement. NOLISP (2005)
Darío Martín-Iglesias, J. Bernal-Chaves, Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
A Speech Recognizer Based on Multiclass SVMs with HMM-Guided Segmentation. NOLISP (2005)
Ascensión Gallardo-Antolín, Carmen Peláez-Moreno, Fernando Díaz-de-María
Recognizing GSM digital speech. IEEE Trans. Speech Audio Process. 13 (6) (2005)
Rubén Solera-Ureña, Jaume Padrell-Sendra, Darío Martín-Iglesias, Ascensión Gallardo-Antolín, Carmen Peláez-Moreno, Fernando Díaz-de-María
SVMs for Automatic Speech Recognition: A Survey. WNSP (2005)
Darío Martín-Iglesias, Yago Pereiro-Estevan, Ana I. García-Moral, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Design of a voice-enabled interface for real-time access to stock exchange from a PDA through GPRS. INTERSPEECH (2005)
José Miguel García-Cabellos, Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Fernando Pérez-Cruz, Fernando Díaz-de-María
SVM classifiers for ASR: A discussion about parameterization. EUSIPCO (2004)
Ramón Fernández-Lorenzana, Fernando Pérez-Cruz, José Miguel García-Cabellos, Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Some experiments on speaker-independent isolated digit recognition using SVM classifiers. NOLISP (2003)
Fernando Díaz-de-María, Jesús Vicente-Peña, Ascensión Gallardo-Antolín, Carmen Peláez-Moreno
Linear equalization of the modulation spectra: a novel approach for noisy speech recognition. ICASSP (2) (2003)
Carmen Peláez-Moreno, Emilio Parrado-Hernández, Ascensión Gallardo-Antolín, Adrián Zambrano-Miranda, Fernando Díaz-de-María
An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services. ICANN (2002)
Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Emilio Parrado-Hernández, Fernando Díaz-de-María
SVM-based lost packets concealment for ASR applications over IP. EUSIPCO (2002)
Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Jesús Vicente-Peña, Fernando Díaz-de-María
Influence of transmission errors on ASR systems. INTERSPEECH (2002)
Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Recognizing voice over IP: a robust front-end for speech recognition on the world wide web. IEEE Trans. Multim. 3 (2) (2001)
Ascensión Gallardo-Antolín, Carmen Peláez-Moreno, Fernando Díaz-de-María
A robust front-end for ASR over IP snd GSM networks: an integrated scenario. INTERSPEECH (2001)
Ascensión Gallardo-Antolín, Fernando Díaz-de-María, Francisco J. Valverde-Albacete
Avoiding distortions due to speech coding and transmission errors in GSM ASR tasks. ICASSP (1999)
Carmen Peláez-Moreno, Fernando Díaz-de-María
Backward adaptive RBF-based hybrid predictors for CELP-type coders at medium bit-rates. EUROSPEECH (1999)
Ascensión Gallardo-Antolín, Fernando Díaz-de-María, Francisco J. Valverde-Albacete
Recognition from GSM digital speech. ICSLP (1998)
Ignacio Santamaría-Caballero, Carlos J. Pantaleón-Prieto, Fernando Díaz-de-María, Antonio Artés-Rodríguez
A new inverse filter criterion for blind deconvolution of spiky signals using Gaussian mixtures. ICASSP (1996)
Fernando Díaz-de-María, Fernando R. Figueiras-Vidal
Nonlinear prediction for speech coding using radial basis functions. ICASSP (1995)