Xavier Binefa

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 22

Top Venues

CoRR

ICMLA (2)

BMVC

Publications

Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Nuria Rodriguez-Diaz, Decky Aspandi, Federico M. Sukno, Xavier Binefa
Machine Learning-Based Lie Detector Applied to a Novel Annotated Game Dataset. Future Internet 14 (1) (2022)
Nuria Rodriguez-Diaz, Decky Aspandi, Federico Sukno, Xavier Binefa
Machine Learning based Lie Detector applied to a Collected and Annotated Dataset. CoRR (2021)
Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa
An Enhanced Adversarial Network with Combined Latent Features for Spatio-Temporal Facial Affect Estimation in the Wild. CoRR (2021)
Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa
An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the Wild. VISIGRAPP (4: VISAPP) (2021)
Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa
Composite recurrent network with internal denoising for facial alignment in still and video images in the wild. Image Vis. Comput. 111 (2021)
Juan Antonio Rodríguez, Joaquim Comas, Xavier Binefa
Affective State-Based Framework for e-Learning Systems. CCIA (2021)
Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa
Latent-Based Adversarial Neural Networks for Facial Affect Estimations. FG (2020)
Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa
Adversarial-based neural networks for affect estimations in the wild. CoRR (2020)
Joaquim Comas, Decky Aspandi, Xavier Binefa
End-to-end Facial and Physiological Model for Affective Computing and Applications. FG (2020)
Joaquim Comas, Decky Aspandi, Xavier Binefa
End-to-end facial and physiological model for \\Affective Computing and applications. CoRR (2019)
Decky Aspandi, Oriol Martínez, Xavier Binefa
Heatmap-Guided Balanced Deep Convolution Networks for Family Classification in the Wild. FG (2019)
Adria Ruiz, Oriol Martínez, Xavier Binefa, Jakob Verbeek
Learning Disentangled Representations with Reference-Based Variational Autoencoders. CoRR (2019)
Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa
Fully End-to-End Composite Recurrent Convolution Network for Deformable Facial Tracking In The Wild. FG (2019)
Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa
Robust Facial Alignment with Internal Denoising Auto-Encoder. CRV (2019)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis. IEEE Trans. Image Process. 27 (8) (2018)
Àngela Nebot, Xavier Binefa, Ramón López de Mántaras
Special issue MLAAI: Machine learning and applications in artificial intelligence. Pattern Recognit. Lett. 105 (2018)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis. CoRR (2018)
Adria Ruiz, Oriol Martínez, Xavier Binefa, Federico M. Sukno
Fusion of Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling. FG (2017)
Pol Cirujeda, Yashin Dicente Cid, Henning Müller, Daniel L. Rubin, Todd A. Aguilera, Billy W. Loo, Maximilian Diehn, Xavier Binefa, Adrien Depeursinge
A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT. IEEE Trans. Medical Imaging 35 (12) (2016)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. ACCV (2) (2016)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. CoRR (2016)
Pol Cirujeda, Yashin Dicente Cid, Xavier Mateo, Xavier Binefa
A 3D Scene Registration Method via Covariance Descriptors and an Evolutionary Stable Strategy Game Theory Solver - Fusing Photometric and Shape-Based Features. Int. J. Comput. Vis. 115 (3) (2015)
Pol Cirujeda, Henning Müller, Daniel L. Rubin, Todd A. Aguilera, Billy W. Loo, Maximilian Diehn, Xavier Binefa, Adrien Depeursinge
3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT. EMBC (2015)
Pol Cirujeda, Xavier Binefa
Medical Image Classification via 2D color feature based Covariance Descriptors. CLEF (Working Notes) (2015)
Adria Ruiz, Joost van de Weijer, Xavier Binefa
From Emotions to Action Units with Hidden and Semi-Hidden-Task Learning. ICCV (2015)
Pol Cirujeda, Xavier Binefa
4DCov: A Nested Covariance Descriptor of Spatio-Temporal Features for Gesture Recognition in Depth Sequences. 3DV (2014)
Ciro Gracia, Xavier Anguera, Xavier Binefa
Combining temporal and spectral information for Query-by-Example Spoken Term Detection. EUSIPCO (2014)
Pol Cirujeda, Xavier Mateo, Yashin Dicente, Xavier Binefa
MCOV: A Covariance Descriptor for Fusion of Texture and Shape Features in 3D Point Clouds. 3DV (2014)
Xavier Mateo, Xavier Orriols, Xavier Binefa
Bayesian perspective for the registration of multiple 3D views. Comput. Vis. Image Underst. 118 (2014)
Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer
Leveraging Feature Uncertainty in the PnP Problem. BMVC (2014)
Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer
Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection. CVPR (2014)
Adria Ruiz, Joost van de Weijer, Xavier Binefa
Regularized Multi-Concept MIL for weakly-supervised facial behavior categorization. BMVC (2014)
Ciro Gracia, Xavier Anguera, Xavier Binefa
The CMTECH Spoken Web Search System for MediaEval 2013. MediaEval (2013)
Ciro Gracia Pons, Xavier Anguera, Xavier Binefa
A Riemannian Stopping Criterion for Unsupervised Phonetic Segmentation. ICMLA (2) (2013)
Josep Suquet, Pompeu Casanovas, Xavier Binefa, Oriol Martínez, Adria Ruiz, Jordi Ceballos
Consumedia. Functionalities, Emotion Detection and Automation of Services in a ODR Platform. AICOL (2013)
Ciro Gracia Pons, Xavier Anguera, Xavier Binefa
Two-Level Clustering towards Unsupervised Discovery of Acoustic Classes. ICMLA (2) (2013)
Brais Martínez, Michel François Valstar, Xavier Binefa, Maja Pantic
Local Evidence Aggregation for Regression-Based Facial Point Detection. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Adria Ruiz, Xavier Binefa
Modelling facial expressions dynamics with Gaussian Process Regression. CCIA (2012)
Pol Cirujeda, Xavier Binefa
Augmented poselets for human body pose inference by a probabilistic graphical model. IMMPD@ACM Multimedia (2012)
Luis Ferraz, Xavier Binefa
A sparse curvature-based detector of affine invariant blobs. Comput. Vis. Image Underst. 116 (4) (2012)
Luis Ruiz, Xavier Mateo, Ciro Gracia, Xavier Binefa
Single Snapshot System for the Fast 3D Modeling using Dynamic Time Warping. VISAPP (2) (2012)
Oriol Martínez, Pol Cirujeda, Luis Ferraz, Xavier Binefa
Dissociating rigid and articulated motion for hand tracking. ICPR (2012)
Luis Ferraz, Xavier Binefa
Fast and robust monocular 3D deformable shape estimation for inextensible and smooth surfaces. ICPR (2012)
Ciro Gracia, Xavier Binefa
On hierarchical clustering for speech phonetic segmentation. EUSIPCO (2011)
Marc Vivet, Brais Martínez, Xavier Binefa
DLIG: Direct Local Indirect Global Alignment for Video Mosaicing. IEEE Trans. Circuits Syst. Video Technol. 21 (12) (2011)
Marc Vivet, Shmuel Peleg, Xavier Binefa
Real-Time Stereo Mosaicing Using Feature Tracking. ISM (2011)
Oriol Martínez, Luis Ferraz, Xavier Binefa, Ignacio Gómez, Carlos Dorronsoro
Concealed object detection and segmentation over millimetric waves images. CVPR Workshops (2010)
Michel François Valstar, Brais Martínez, Xavier Binefa, Maja Pantic
Facial point detection using boosted regression and graph models. CVPR (2010)
Brais Martínez, Marc Vivet, Xavier Binefa
Compatible Particles for Part-Based Tracking. AMDO (2010)
Brais Martínez, Xavier Binefa, Maja Pantic
Facial component detection in thermal imagery. CVPR Workshops (2010)
Pompeu Casanovas, Xavier Binefa, Ciro Gracia, Emma Teodoro, Núria Galera, Mercedes Blázquez, Marta Poblet, Jordi Carrabina, Marius Monton, Carlos Montero, Javier Serrano, José Manuel López Cobo
The e-Sentencias Prototype: A Procedural Ontology for Legal Multimedia Applications in the Spanish Civil Courts. Law, Ontologies and the Semantic Web (2009)
Luis Ferraz, Xavier Binefa
A Scale Invariant Interest Point Detector for Discriminative Blob Detection. IbPRIA (2009)
Marc Vivet, Brais Martínez, Xavier Binefa
Real-Time Motion Detection for a Mobile Observer Using Multiple Kernel Tracking and Belief Propagation. IbPRIA (2009)
Marc Vivet, Brais Martínez, Xavier Binefa
Multiple Cue Data Fusion using Markov Random Fields for Motion Detection. VISAPP (2) (2009)
Xavier Mateo, Xavier Binefa
Plane Filtering for the Registration of Urban Range Laser Imagery. IbPRIA (2009)
Luis Ferraz, Xavier Binefa
A New Non-redundant Scale Invariant Interest Point Detector. VISAPP (1) (2009)
Ramon Lluis Felip, Lluis Barceló, Xavier Binefa, John R. Kender
Robust Dominant Motion Estimation Using MPEG Information in Sport Sequences. IEEE Trans. Circuits Syst. Video Technol. 18 (1) (2008)
Brais Martínez, Xavier Binefa
Piecewise affine kernel tracking for non-planar targets. Pattern Recognit. 41 (12) (2008)
Ciro Gracia, Pompeu Casanovas, Marta Poblet, Xavier Binefa, Jordi Carrabina
Legal Knowledge Acquisition and Multimedia Applications. KAMC (2007)
Brais Martínez, Adria Pérez, Luis Ferraz, Xavier Binefa
Structure Restriction for Tracking Through Multiple Views and Occlusions. IbPRIA (1) (2007)
Xavier Mateo Prous, Xavier Binefa
Georeferencing image points using visual pose estimation and DEM. CCIA (2007)
Luis Ferraz, Ramon Lluis Felip, Brais Martínez, Xavier Binefa
A Density-Based Data Reduction Algorithm for Robust Estimators. IbPRIA (2) (2007)
Xavier Binefa, Ciro Gracia, Marius Monton, Jordi Carrabina, Carlos Montero, Javier Serrano, Mercedes Blázquez, V. Richard Benjamins, Emma Teodoro, Marta Poblet, Pompeu Casanovas
Developing Ontologies for Legal Multimedia Applications. LOAIT (2007)
Adria Perez-Rovira, Brais Martínez, Xavier Binefa
Ground Plane Estimation Based on Virtual Camera Rotation. CCIA (2007)
Brais Martínez, Luis Ferraz, Xavier Binefa, Jose Díaz-Caro
Multiple Kernel Two-Step Tracking. ICIP (2006)
Brais Martínez, Luis Ferraz, Xavier Binefa
Two-Step Tracking by Parts Using Multiple Kernels. CCIA (2006)
Ramon Lluis Felip, Xavier Binefa, Jose Díaz-Caro
Discerning Objects from Ground and Target Pose Estimation in ladar Data using Robust Statistics. ICIP (2006)
Ricardo Toledo, Ramon Baldrich, Xavier Orriols, Juan Sanchez, Xavier Binefa
Automatic cataloguing of advertisement in magazines. Multim. Tools Appl. 31 (2) (2006)
Ramon Lluis Felip, Xavier Binefa, Jose Díaz-Caro
A new parameter estimator based on the Helmholtz principle. ICIP (2) (2005)
Lluis Barceló, Ramon Lluis Felip, Xavier Binefa
A new approach for real time motion imation using robust statistics and MPEG domain applied to mosaic images construction. ICME (2005)
Lluis Barceló, Xavier Binefa, John R. Kender
Robust Methods and Representations for Soccer Player Tracking and Collision Resolution. CIVR (2005)
Juan María Sánchez, Ramon Lluis Felip, Xavier Binefa
Pre-Attentional Filtering in Compressed Video. ICME (2005)
Lluis Barceló, Xavier Binefa
Contextual Soccer Detection Using Mosaicing Techniques. IbPRIA (1) (2005)
Juan María Sánchez, Xavier Binefa
Shot Segmentation Using a~Coupled Markov Chains Representation of Video Contents. IbPRIA (2003)
Lluis Barceló, Xavier Orriols, Xavier Binefa
Spatio-Temporal Decomposition of Sport Events for Video Indexing. CIVR (2003)
Xavier Orriols, Xavier Binefa
Classifying periodic motions in video sequences. ICIP (1) (2003)
Juan María Sánchez, Xavier Binefa, John R. Kender
Multiple Features in Temporal Models for the Representation of Visual Contents in Video. CIVR (2003)
Xavier Orriols, Xavier Binefa
Analyzing Periodic Motion Classification. IbPRIA (2003)
Xavier Orriols, Xavier Binefa
Finding Breaking Curves in 3D Surfaces. IbPRIA (2003)
Juan María Sánchez, Xavier Binefa, Jordi Vitrià
Shot Partitioning Based Recognition of TV Commercials. Multim. Tools Appl. 18 (3) (2002)
Lluis Barceló, Xavier Binefa
Bayesian Video Mosaicing with Moving Objects. Int. J. Pattern Recognit. Artif. Intell. 16 (3) (2002)
Xavier Orriols, Xavier Binefa
Online Bayesian Video Summarization and Linking. CIVR (2002)
Juan María Sánchez, Xavier Binefa, John R. Kender
Coupled Markov Chains for Video Contents Characterization. ICPR (2) (2002)
Juan María Sánchez, Xavier Binefa, John R. Kender
Multiple feature temporal models for object detection in video. ICME (1) (2002)
Lluis Barceló, Xavier Orriols, Xavier Binefa
Polynomial fiber description of motion for video mosaicing. ICIP (3) (2001)
Xavier Orriols, Xavier Binefa
An EM Algorithm for Video SummarizationGenerative Model Approach. ICCV (2001)
Ricardo Toledo, Xavier Orriols, Petia Radeva, Xavier Binefa, Jordi Vitrià, Cristina Cañero Morales, Juan José Villanueva
Eigensnakes for Vessel Segmentation in Angiography. ICPR (2000)
Juan María Sánchez, Xavier Binefa, Jordi Vitrià, Petia Radeva
Linking Visual Cues and Semantic Terms Under Specific Digital Video Domains. J. Vis. Lang. Comput. 11 (3) (2000)
Xavier Orriols, Ricardo Toledo, Xavier Binefa, Petia Radeva, Jordi Vitrià, Juan José Villanueva
Probabilistic Saliency Approach for Elongated Structure Detection Using Deformable Models. ICPR (2000)
Josep Garcia, Juan María Sánchez, Xavier Orriols, Xavier Binefa
Chromatic Aberration and Depth Extraction. ICPR (2000)
Juan María Sánchez, Xavier Binefa
Color Normalization for Appearance Based Recognition of Video Key-Frames. ICPR (2000)
Juan María Sánchez, Xavier Binefa
Improving Visual Recognition using Color Normalization in Digital Video Applications. IEEE International Conference on Multimedia and Expo (II) (2000)
Ricardo Toledo, Xavier Orriols, Xavier Binefa, Petia Radeva, Jordi Vitrià, Juan José Villanueva
Tracking of Elongated Structures Using Statistical Snakes. CVPR (2000)
Juan María Sánchez, Xavier Binefa
Color Normalization for Digital Video Processing. VISUAL (2000)
Jordi Vitrià, Petia Radeva, Xavier Binefa
EigenHistograms: Using Low Dimensional Models of Color Distribution for Real Time Object Recognition. CAIP (1999)
Juan María Sánchez, Xavier Binefa, Jordi Vitrià, Petia Radeva
Local Color Analysis for Scene Break Detection Applied to TV Commercials Recognition. VISUAL (1999)
Juan María Sánchez, Xavier Binefa
AudiCom: A Video Analysis System for Auditing Commercial Broadcasts. ICMCS, Vol. 2 (1999)
Xavier Binefa, Jordi Vitrià
A contrast-based focusing criterium. ICPR (1996)
Jordi Vitrià, Xavier Binefa, Juan José Villanueva
Morphological algorithms for visual analysis of integrated circuits. J. Vis. Commun. Image Represent. 3 (2) (1992)

Xavier Binefa.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xavier Binefa