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Fernando Díaz-de-María
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2020 – today
- 2024
- [j49]Miguel Molina-Moreno
, Iván González-Díaz
A self-supervised embedding of cell migration features for behavior discovery over cell populations. Comput. Methods Programs Biomed. 255: 108337 (2024) - [i3]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 abs/2406.16913 (2024) - 2023
- [j48]Mohammad Mahdi Dehshibi
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs. IEEE J. Sel. Top. Signal Process. 17(3): 677-688 (2023) - [c48]Silvia Abal-Fernández, César Caramazana-Zarzosa, María Beatriz Loureiro-Casalderrey, Santiago Martínez de la Casa Díaz, 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: 1-8 - 2022
- [j47]Javier López-Labraca
An interpretable CNN-based CAD system for skin lesion diagnosis. Artif. Intell. Medicine 132: 102370 (2022) - [j46]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: 107885 (2022) - [j45]Miguel Molina-Moreno
ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging. Medical Image Anal. 77: 102358 (2022) - [i2]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. CoRR abs/2212.14806 (2022) - 2021
- [j44]Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
Training deep retrieval models with noisy datasets: Bag exponential loss. Pattern Recognit. 112: 107811 (2021) - 2020
- [j43]Javier Martínez-Cebrián
Interpretable Global-Local Dynamics for the Prediction of Eye Fixations in Autonomous Driving Scenarios. IEEE Access 8: 217068-217085 (2020) - [j42]Miguel Angel Fernandez-Torres
Probabilistic Topic Model for Context-Driven Visual Attention Understanding. IEEE Trans. Circuits Syst. Video Technol. 30(6): 1653-1667 (2020)
2010 – 2019
- 2019
- [j41]Álvaro García-Faura, Fernando Fernández Martínez
A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes. Eng. Appl. Artif. Intell. 85: 713-726 (2019) - [j40]Eduardo Pla-Sacristán
Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images. Expert Syst. Appl. 123: 315-327 (2019) - [j39]Miguel Molina-Moreno
Efficient Scale-Adaptive License Plate Detection System. IEEE Trans. Intell. Transp. Syst. 20(6): 2109-2121 (2019) - [j38]Álvaro García-Faura, Alejandro Hernández-García, Fernando Fernández Martínez
Emotion and attention: Audiovisual models for group-level skin response recognition in short movies. Web Intell. 17(1): 29-40 (2019) - 2018
- [j37]Javier López-Labraca, Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
Enriched dermoscopic-structure-based cad system for melanoma diagnosis. Multim. Tools Appl. 77(10): 12171-12202 (2018) - [j36]Fernando Fernández Martínez
Exploiting visual saliency for assessing the impact of car commercials upon viewers. Multim. Tools Appl. 77(15): 18903-18933 (2018) - [j35]Eduardo Martínez-Enríquez
Directional Transforms for Video Coding Based on Lifting on Graphs. IEEE Trans. Circuits Syst. Video Technol. 28(4): 933-946 (2018) - [j34]Eduardo Martínez-Enríquez
Optimized Update/Prediction Assignment for Lifting Transforms on Graphs. IEEE Trans. Signal Process. 66(8): 2098-2111 (2018) - [c47]Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
Automatic Learning of Image Representations Combining Content and Metadata. ICIP 2018: 1972-1976 - 2017
- [j33]Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez
Bayesian adaptive algorithm for fast coding unit decision in the High Efficiency Video Coding (HEVC) standard. Signal Process. Image Commun. 56: 1-11 (2017) - [j32]José Luís González-de-Suso, Eduardo Martínez-Enríquez
Adaptive Lagrange multiplier estimation algorithm in HEVC. Signal Process. Image Commun. 56: 40-51 (2017) - [j31]Iván González-Díaz, Murat Birinci, Fernando Díaz-de-María
Neighborhood Matching for Image Retrieval. IEEE Trans. Multim. 19(3): 544-558 (2017) - [c46]Alejandro Hernández-García, Fernando Fernández Martínez
Emotion and attention: predicting electrodermal activity through video visual descriptors. WI 2017: 914-923 - 2016
- [j30]Alejandro Hernández-García, Fernando Fernández Martínez
Comparing visual descriptors and automatic rating strategies for video aesthetics prediction. Signal Process. Image Commun. 47: 280-288 (2016) - [j29]Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez
Complexity Control Based on a Fast Coding Unit Decision Method in the HEVC Video Coding Standard. IEEE Trans. Multim. 18(4): 563-575 (2016) - [c45]Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
A probabilistic topic approach for context-aware visual attention modeling. CBMI 2016: 1-6 - 2015
- [j28]Fernando Fernández Martínez
Succeeding metadata based annotation scheme and visual tips for the automatic assessment of video aesthetic quality in car commercials. Expert Syst. Appl. 42(1): 293-305 (2015) - [j27]Iván González-Díaz, Tomás Martínez-Cortés, Ascensión Gallardo-Antolín
Temporal segmentation and keyframe selection methods for user-generated video search-based annotation. Expert Syst. Appl. 42(1): 488-502 (2015) - [j26]Manuel de-Frutos-López, José Luís González-de-Suso, Sergio Sanz Rodríguez
Two-level sliding-window VBR control algorithm for video on demand streaming. Signal Process. Image Commun. 36: 1-13 (2015) - 2014
- [j25]José Luís González-de-Suso, Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez
Improved Method to Select the Lagrange Multiplier for Rate-Distortion Based Motion Estimation in Video Coding. IEEE Trans. Circuits Syst. Video Technol. 24(3): 452-464 (2014) - [j24]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): 169-183 (2014) - [j23]Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez
Standard-Compliant Low-Pass Temporal Filter to Reduce the Perceived Flicker Artifact. IEEE Trans. Multim. 16(7): 1863-1873 (2014) - [c44]Tomás Martínez-Cortés, Miguel Angel Fernandez-Torres, Amaya Jimenez-Moreno, Iván González-Díaz, Fernando Díaz-de-María
A Bayesian model for brain tumor classification using clinical-based features. ICIP 2014: 2779-2783 - [c43]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: 14-18 - 2013
- [j22]Iván González-Díaz, Fernando Díaz-de-María
A region-centered topic model for object discovery and category-based image segmentation. Pattern Recognit. 46(9): 2437-2449 (2013) - [j21]Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez
Mode Decision-Based Algorithm for Complexity Control in H.264/AVC. IEEE Trans. Multim. 15(5): 1094-1109 (2013) - [c42]Amaya Jimenez-Moreno, Eduardo Martínez-Enríquez
Standard compliant flicker reduction method with PSNR loss control. ICASSP 2013: 1729-1733 - [c41]Eduardo Martínez-Enríquez
Filter optimization and complexity reduction for video coding using graph-based transforms. ICIP 2013: 1948-1952 - [c40]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: 4001-4005 - 2012
- [j20]Rubén Solera-Ureña
Real-Time Robust Automatic Speech Recognition Using Compact Support Vector Machines. IEEE Trans. Speech Audio Process. 20(4): 1347-1361 (2012) - [j19]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): 1199-1212 (2012) - [c39]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: 1-6 - [c38]Manuel de-Frutos-López, Ana Belén Mejía-Ocaña, Sergio Sanz Rodríguez, Carmen Peláez-Moreno
A simplified subjective video quality assessment method based on signal detection theory. PCS 2012: 237-240 - [c37]Manuel de-Frutos-López, Helen Medina-Chanca, Sergio Sanz Rodríguez, Carmen Peláez-Moreno
Perceptually-aware bilateral filtering for quality improvement in low bit rate video coding. PCS 2012: 477-480 - 2011
- [j18]Dario García-García, Emilio Parrado-Hernández
State-space dynamics distance for clustering sequential data. Pattern Recognit. 44(5): 1014-1022 (2011) - [j17]Ana I. García-Moral, Rubén Solera-Ureña
Data Balancing for Efficient Training of Hybrid ANN/HMM Automatic Speech Recognition Systems. IEEE Trans. Speech Audio Process. 19(3): 468-481 (2011) - [j16]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): 1320-1328 (2011) - [j15]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): 1263-1277 (2011) - [j14]Eduardo Martínez-Enríquez
A Two-Level Classification-Based Approach to Inter Mode Decision in H.264/AVC. IEEE Trans. Circuits Syst. Video Technol. 21(11): 1719-1732 (2011) - [c36]Golnaz Abdollahian, Murat Birinci, Fernando Díaz-de-María
A region-dependent image matching method for image and video annotation. CBMI 2011: 121-126 - [c35]Sergio Sanz Rodríguez, Fernando Díaz-de-María
Rate control initialization algorithm for scalable video coding. ICIP 2011: 3497-3500 - [c34]Eduardo Martínez-Enríquez
Video encoder based on lifting transforms on graphs. ICIP 2011: 3509-3512 - 2010
- [j13]Jesús Vicente-Peña, Fernando Díaz-de-María
The synergy between bounded-distance HMM and spectral subtraction for robust speech recognition. Speech Commun. 52(2): 123-133 (2010) - [j12]Jesús Vicente-Peña, Fernando Díaz-de-María
Uncertainty decoding on Frequency Filtered parameters for robust ASR. Speech Commun. 52(5): 440-449 (2010) - [j11]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): 709-716 (2010) - [j10]Eduardo Martínez-Enríquez
An adaptive algorithm for fast inter mode decision in the H.264/AVC video coding standard. IEEE Trans. Consumer Electron. 56(2): 826-834 (2010) - [j9]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): 1139-1143 (2010) - [c33]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: 4217-4220 - [c32]Sergio Sanz Rodríguez, Fernando Díaz-de-María
RBF-based VBR controller for real-time H.264/SVC video coding. PCS 2010: 410-413 - [c31]Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García:
UC3M AT TRECVID 2010 Semantic Indexing Task. TRECVID 2010 - [i1]Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María:
State-Space Dynamics Distance for Clustering Sequential Data. CoRR abs/1004.1982 (2010)
2000 – 2009
- 2009
- [j8]Dario García-García, Emilio Parrado-Hernández
A New Distance Measure for Model-Based Sequence Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 31(7): 1325-1331 (2009) - [j7]Patricia Henríquez, Jesús B. Alonso
Characterization of Healthy and Pathological Voice Through Measures Based on Nonlinear Dynamics. IEEE Trans. Speech Audio Process. 17(6): 1186-1195 (2009) - [c30]Iván González-Díaz, Dario García-García, Fernando Díaz-de-María
A spatially aware generative model for image classification, topic discovery and segmentation. ICIP 2009: 781-784 - [c29]Eduardo Martínez-Enríquez
A hierarchical classification-based approach to Inter Mode Decision in H.264/AVC. ICME 2009: 221-224 - [c28]Dario García-García, Emilio Parrado-Hernández
Sequence Segmentation via Clustering of Subsequences. ICMLA 2009: 229-234 - [c27]Eduardo Martínez-Enríquez
A novel fast inter mode decision in H.264/AVC based on a regionalized hypothesis testing. PCS 2009: 1-4 - [c26]Sergio Sanz Rodríguez, Fernando Díaz-de-María
Low-complexity VBR controller for spatial-CGS and temporal scalable video coding. PCS 2009: 1-4 - [c25]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: 1-4 - [c24]Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García:
UC3M AT TRECVID 2009. TRECVID 2009 - 2008
- [j6]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): 1369-1382 (2008) - [c23]Iván González-Díaz, Kevin McGuinness
Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences. ICIP 2008: 1-4 - [c22]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 - 2007
- [j5]Rubén Solera-Ureña
Robust ASR using Support Vector Machines. Speech Commun. 49(4): 253-267 (2007) - [c21]Eduardo Martínez-Enríquez
A Fast Motion-Cost Based Algorithm for H.264/AVC Inter Mode Decision. ICIP (5) 2007: 325-328 - [c20]Iván González-Díaz, Fernando Díaz-de-María
Improved Motion Classification Techniques for Adaptive Multi-Pattern Fast Block-Matching Algorithm. ICIP (2) 2007: 485-488 - [c19]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: 152-160 - 2006
- [j4]Carmen Peláez-Moreno
A comparison of front-ends for bitstream-based ASR over IP. Signal Process. 86(7): 1502-1508 (2006) - [j3]Jesús Vicente-Peña, Ascensión Gallardo-Antolín
Band-pass filtering of the time sequences of spectral parameters for robust wireless speech recognition. Speech Commun. 48(10): 1379-1398 (2006) - [c18]Jaume Padrell-Sendra, Darío Martín-Iglesias, Fernando Díaz-de-María:
Support Vector Machines for continuous speech recognition. EUSIPCO 2006: 1-4 - [c17]Jesús Vicente-Peña, Fernando Díaz-de-María, W. Bastiaan Kleijn:
Individual on-line variance adaptation of frequency filtered parameters for robust ASR. INTERSPEECH 2006 - 2005
- [j2]Ascensión Gallardo-Antolín
Recognizing GSM digital speech. IEEE Trans. Speech Audio Process. 13(6): 1186-1205 (2005) - [c16]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: 897-900 - [c15]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: 206-218 - [c14]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: 257-266 - [c13]Rubén Solera-Ureña
SVMs for Automatic Speech Recognition: A Survey. WNSP 2005: 190-216 - 2004
- [c12]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: 2067-2070 - 2003
- [c11]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: 141-144 - [c10]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: 28 - 2002
- [c9]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: 1-4 - [c8]Carmen Peláez-Moreno, Emilio Parrado-Hernández
An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services. ICANN 2002: 1174-1179 - [c7]Carmen Peláez-Moreno, Ascensión Gallardo-Antolín, Jesús Vicente-Peña, Fernando Díaz-de-María:
Influence of transmission errors on ASR systems. INTERSPEECH 2002: 2217-2220 - 2001
- [j1]Carmen Peláez-Moreno
Recognizing voice over IP: a robust front-end for speech recognition on the world wide web. IEEE Trans. Multim. 3(2): 209-218 (2001) - [c6]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: 1103-1106
1990 – 1999
- 1999
- [c5]Ascensión Gallardo-Antolín
Avoiding distortions due to speech coding and transmission errors in GSM ASR tasks. ICASSP 1999: 277-280 - [c4]Carmen Peláez-Moreno, Fernando Díaz-de-María:
Backward adaptive RBF-based hybrid predictors for CELP-type coders at medium bit-rates. EUROSPEECH 1999: 1475-1478 - 1998
- [c3]Ascensión Gallardo-Antolín, Fernando Díaz-de-María, Francisco J. Valverde-Albacete:
Recognition from GSM digital speech. ICSLP 1998 - 1996
- [c2]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: 1680-1683 - 1995
- [c1]Fernando Díaz-de-María, Fernando R. Figueiras-Vidal:
Nonlinear prediction for speech coding using radial basis functions. ICASSP 1995: 788-791
Coauthor Index
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