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2020 – today
- 2023
[j18]Decky Aspandi
, Federico Sukno, Björn W. Schuller, Xavier Binefa:
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition. IEEE Trans. Affect. Comput. 14(3): 2193-2208 (2023)- 2022
- [j17]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): 2 (2022) - 2021
- [j16]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: 104189 (2021) - [c76]Juan Antonio Rodríguez, Joaquim Comas, Xavier Binefa:
Affective State-Based Framework for e-Learning Systems. CCIA 2021: 357-366 - [c75]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: 172-181 - [i7]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 abs/2102.09150 (2021) - [i6]Nuria Rodriguez-Diaz, Decky Aspandi, Federico Sukno, Xavier Binefa:
Machine Learning based Lie Detector applied to a Collected and Annotated Dataset. CoRR abs/2104.12345 (2021) - 2020
- [c74]Joaquim Comas, Decky Aspandi, Xavier Binefa:
End-to-end Facial and Physiological Model for Affective Computing and Applications. FG 2020: 93-100 - [c73]Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa:
Latent-Based Adversarial Neural Networks for Facial Affect Estimations. FG 2020: 606-610 - [i5]Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa:
Adversarial-based neural networks for affect estimations in the wild. CoRR abs/2002.00883 (2020)
2010 – 2019
- 2019
- [c72]Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa:
Robust Facial Alignment with Internal Denoising Auto-Encoder. CRV 2019: 143-150 - [c71]Decky Aspandi, Oriol Martínez, Xavier Binefa:
Heatmap-Guided Balanced Deep Convolution Networks for Family Classification in the Wild. FG 2019: 1-5 - [c70]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: 1-8 - [i4]Adria Ruiz, Oriol Martínez, Xavier Binefa, Jakob Verbeek:
Learning Disentangled Representations with Reference-Based Variational Autoencoders. CoRR abs/1901.08534 (2019) - [i3]Joaquim Comas, Decky Aspandi, Xavier Binefa:
End-to-end facial and physiological model for \\Affective Computing and applications. CoRR abs/1912.04711 (2019) - 2018
- [j15]Àngela Nebot, Xavier Binefa, Ramón López de Mántaras:
Special issue MLAAI: Machine learning and applications in artificial intelligence. Pattern Recognit. Lett. 105: 1-3 (2018) - [j14]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): 3969-3982 (2018) - [i2]Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic:
Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis. CoRR abs/1803.00907 (2018) - 2017
- [c69]Adria Ruiz, Oriol Martínez, Xavier Binefa, Federico M. Sukno:
Fusion of Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling. FG 2017: 331-338 - 2016
- [j13]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): 2620-2630 (2016) - [c68]Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic:
Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. ACCV (2) 2016: 171-186 - [e1]Àngela Nebot, Xavier Binefa, Ramón López de Mántaras:
Artificial Intelligence Research and Development - Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 19-21, 2016. Frontiers in Artificial Intelligence and Applications 288, IOS Press 2016, ISBN 978-1-61499-695-8 [contents] - [i1]Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic:
Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. CoRR abs/1609.01465 (2016) - 2015
- [j12]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): 306-329 (2015) - [c67]Pol Cirujeda, Xavier Binefa:
Medical Image Classification via 2D color feature based Covariance Descriptors. CLEF (Working Notes) 2015 - [c66]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: 7909-7912 - [c65]Adria Ruiz, Joost van de Weijer, Xavier Binefa:
From Emotions to Action Units with Hidden and Semi-Hidden-Task Learning. ICCV 2015: 3703-3711 - 2014
- [j11]Xavier Mateo, Xavier Orriols, Xavier Binefa:
Bayesian perspective for the registration of multiple 3D views. Comput. Vis. Image Underst. 118: 84-96 (2014) - [c64]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: 551-558 - [c63]Pol Cirujeda, Xavier Binefa:
4DCov: A Nested Covariance Descriptor of Spatio-Temporal Features for Gesture Recognition in Depth Sequences. 3DV 2014: 657-664 - [c62]Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer:
Leveraging Feature Uncertainty in the PnP Problem. BMVC 2014 - [c61]Adria Ruiz, Joost van de Weijer, Xavier Binefa:
Regularized Multi-Concept MIL for weakly-supervised facial behavior categorization. BMVC 2014 - [c60]Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer:
Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection. CVPR 2014: 501-508 - [c59]Ciro Gracia, Xavier Anguera, Xavier Binefa:
Combining temporal and spectral information for Query-by-Example Spoken Term Detection. EUSIPCO 2014: 1487-1491 - 2013
- [j10]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): 1149-1163 (2013) - [c58]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: 247-260 - [c57]Ciro Gracia Pons, Xavier Anguera, Xavier Binefa:
A Riemannian Stopping Criterion for Unsupervised Phonetic Segmentation. ICMLA (2) 2013: 294-298 - [c56]Ciro Gracia Pons, Xavier Anguera, Xavier Binefa:
Two-Level Clustering towards Unsupervised Discovery of Acoustic Classes. ICMLA (2) 2013: 299-302 - [c55]Ciro Gracia, Xavier Anguera, Xavier Binefa:
The CMTECH Spoken Web Search System for MediaEval 2013. MediaEval 2013 - 2012
- [j9]Luis Ferraz, Xavier Binefa:
A sparse curvature-based detector of affine invariant blobs. Comput. Vis. Image Underst. 116(4): 524-537 (2012) - [c54]Adria Ruiz, Xavier Binefa:
Modelling facial expressions dynamics with Gaussian Process Regression. CCIA 2012: 91-100 - [c53]Luis Ferraz, Xavier Binefa:
Fast and robust monocular 3D deformable shape estimation for inextensible and smooth surfaces. ICPR 2012: 2104-2107 - [c52]Oriol Martínez, Pol Cirujeda, Luis Ferraz, Xavier Binefa:
Dissociating rigid and articulated motion for hand tracking. ICPR 2012: 2614-2617 - [c51]Pol Cirujeda, Xavier Binefa:
Augmented poselets for human body pose inference by a probabilistic graphical model. IMMPD@ACM Multimedia 2012: 17-22 - [c50]Luis Ruiz, Xavier Mateo, Ciro Gracia, Xavier Binefa:
Single Snapshot System for the Fast 3D Modeling using Dynamic Time Warping. VISAPP (2) 2012: 317-326 - 2011
- [j8]Marc Vivet, Brais Martínez, Xavier Binefa:
DLIG: Direct Local Indirect Global Alignment for Video Mosaicing. IEEE Trans. Circuits Syst. Video Technol. 21(12): 1869-1878 (2011) - [c49]Ciro Gracia, Xavier Binefa:
On hierarchical clustering for speech phonetic segmentation. EUSIPCO 2011: 2128-2132 - [c48]Marc Vivet, Shmuel Peleg, Xavier Binefa:
Real-Time Stereo Mosaicing Using Feature Tracking. ISM 2011: 577-582 - 2010
- [c47]Brais Martínez, Marc Vivet, Xavier Binefa:
Compatible Particles for Part-Based Tracking. AMDO 2010: 1-10 - [c46]Oriol Martínez, Luis Ferraz, Xavier Binefa, Ignacio Gómez, Carlos Dorronsoro:
Concealed object detection and segmentation over millimetric waves images. CVPR Workshops 2010: 31-37 - [c45]Brais Martínez, Xavier Binefa, Maja Pantic:
Facial component detection in thermal imagery. CVPR Workshops 2010: 48-54 - [c44]Michel François Valstar, Brais Martínez, Xavier Binefa, Maja Pantic:
Facial point detection using boosted regression and graph models. CVPR 2010: 2729-2736
2000 – 2009
- 2009
- [c43]Xavier Mateo, Xavier Binefa:
Plane Filtering for the Registration of Urban Range Laser Imagery. IbPRIA 2009: 136-143 - [c42]Marc Vivet, Brais Martínez, Xavier Binefa:
Real-Time Motion Detection for a Mobile Observer Using Multiple Kernel Tracking and Belief Propagation. IbPRIA 2009: 144-151 - [c41]Luis Ferraz, Xavier Binefa:
A Scale Invariant Interest Point Detector for Discriminative Blob Detection. IbPRIA 2009: 233-240 - [c40]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: 199-219 - [c39]Luis Ferraz, Xavier Binefa:
A New Non-redundant Scale Invariant Interest Point Detector. VISAPP (1) 2009: 277-280 - [c38]Marc Vivet, Brais Martínez, Xavier Binefa:
Multiple Cue Data Fusion using Markov Random Fields for Motion Detection. VISAPP (2) 2009: 529-534 - [c37]Xavier Mateo Prous, Xavier Binefa Valls:
Laser Range Data Registration using Spin Images. VISAPP (2) 2009: 541-545 - [p1]Xavier Orriols, Lluis Barceló, Xavier Binefa:
An Appearance-Based Method for parametric Video Registration. Progress in Computer Vision and Image Analysis 2009: 1-16 - 2008
- [j7]Brais Martínez, Xavier Binefa:
Piecewise affine kernel tracking for non-planar targets. Pattern Recognit. 41(12): 3682-3691 (2008) - [j6]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): 12-22 (2008) - 2007
- [c36]Adria Perez-Rovira, Brais Martínez, Xavier Binefa:
Ground Plane Estimation Based on Virtual Camera Rotation. CCIA 2007: 181-188 - [c35]Xavier Mateo Prous, Xavier Binefa:
Georeferencing image points using visual pose estimation and DEM. CCIA 2007: 233-242 - [c34]Brais Martínez, Adria Pérez, Luis Ferraz, Xavier Binefa:
Structure Restriction for Tracking Through Multiple Views and Occlusions. IbPRIA (1) 2007: 121-128 - [c33]Luis Ferraz, Ramon Lluis Felip, Brais Martínez, Xavier Binefa:
A Density-Based Data Reduction Algorithm for Robust Estimators. IbPRIA (2) 2007: 355-362 - [c32]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: 87-101 - [c31]Ciro Gracia, Pompeu Casanovas, Marta Poblet, Xavier Binefa, Jordi Carrabina:
Legal Knowledge Acquisition and Multimedia Applications. KAMC 2007 - 2006
- [j5]Ricardo Toledo, Ramon Baldrich, Xavier Orriols, Juan Sanchez, Xavier Binefa:
Automatic cataloguing of advertisement in magazines. Multim. Tools Appl. 31(2): 119-144 (2006) - [c30]Brais Martínez, Luis Ferraz, Xavier Binefa:
Two-Step Tracking by Parts Using Multiple Kernels. CCIA 2006: 157-166 - [c29]Ramon Lluis Felip, Xavier Binefa, Jose Díaz-Caro:
Discerning Objects from Ground and Target Pose Estimation in ladar Data using Robust Statistics. ICIP 2006: 2109-2112 - [c28]Brais Martínez, Luis Ferraz, Xavier Binefa, Jose Díaz-Caro:
Multiple Kernel Two-Step Tracking. ICIP 2006: 2785-2788 - 2005
- [c27]Lluis Barceló, Xavier Binefa, John R. Kender:
Robust Methods and Representations for Soccer Player Tracking and Collision Resolution. CIVR 2005: 237-246 - [c26]Lluis Barceló, Xavier Binefa:
Contextual Soccer Detection Using Mosaicing Techniques. IbPRIA (1) 2005: 77-84 - [c25]Ramon Lluis Felip, Xavier Binefa, Jose Díaz-Caro:
A new parameter estimator based on the Helmholtz principle. ICIP (2) 2005: 1306-1309 - [c24]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: 398-401 - [c23]Juan María Sánchez, Ramon Lluis Felip, Xavier Binefa:
Pre-Attentional Filtering in Compressed Video. ICME 2005: 402-405 - 2003
- [c22]Juan María Sánchez, Xavier Binefa, John R. Kender:
Multiple Features in Temporal Models for the Representation of Visual Contents in Video. CIVR 2003: 216-226 - [c21]Lluis Barceló, Xavier Orriols, Xavier Binefa:
Spatio-Temporal Decomposition of Sport Events for Video Indexing. CIVR 2003: 435-445 - [c20]Xavier Orriols, Xavier Binefa:
Analyzing Periodic Motion Classification. IbPRIA 2003: 673-680 - [c19]Xavier Orriols, Xavier Binefa:
Finding Breaking Curves in 3D Surfaces. IbPRIA 2003: 681-688 - [c18]Juan María Sánchez, Xavier Binefa:
Shot Segmentation Using a~Coupled Markov Chains Representation of Video Contents. IbPRIA 2003: 902-909 - [c17]Xavier Orriols, Xavier Binefa:
Classifying periodic motions in video sequences. ICIP (1) 2003: 945-948 - 2002
- [j4]Lluis Barceló, Xavier Binefa:
Bayesian Video Mosaicing with Moving Objects. Int. J. Pattern Recognit. Artif. Intell. 16(3): 341-348 (2002) - [j3]Juan María Sánchez, Xavier Binefa, Jordi Vitrià:
Shot Partitioning Based Recognition of TV Commercials. Multim. Tools Appl. 18(3): 233-247 (2002) - [c16]Xavier Orriols, Xavier Binefa:
Online Bayesian Video Summarization and Linking. CIVR 2002: 338-347 - [c15]Juan María Sánchez, Xavier Binefa, John R. Kender:
Multiple feature temporal models for object detection in video. ICME (1) 2002: 433-436 - [c14]Juan María Sánchez, Xavier Binefa, John R. Kender:
Coupled Markov Chains for Video Contents Characterization. ICPR (2) 2002: 461-464 - 2001
- [c13]Xavier Orriols, Xavier Binefa:
An EM Algorithm for Video SummarizationGenerative Model Approach. ICCV 2001: 335-342 - [c12]Lluis Barceló, Xavier Orriols, Xavier Binefa:
Polynomial fiber description of motion for video mosaicing. ICIP (3) 2001: 386-389 - 2000
- [j2]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): 253-271 (2000) - [c11]Ricardo Toledo, Xavier Orriols, Xavier Binefa, Petia Radeva, Jordi Vitrià, Juan José Villanueva:
Tracking of Elongated Structures Using Statistical Snakes. CVPR 2000: 1157-1162 - [c10]Juan María Sánchez, Xavier Binefa:
Improving Visual Recognition using Color Normalization in Digital Video Applications. IEEE International Conference on Multimedia and Expo (II) 2000: 1187-1190 - [c9]Josep Garcia, Juan María Sánchez, Xavier Orriols, Xavier Binefa:
Chromatic Aberration and Depth Extraction. ICPR 2000: 1762-1765 - [c8]Juan María Sánchez, Xavier Binefa:
Color Normalization for Appearance Based Recognition of Video Key-Frames. ICPR 2000: 1815-1818 - [c7]Ricardo Toledo, Xavier Orriols, Petia Radeva, Xavier Binefa, Jordi Vitrià, Cristina Cañero Morales, Juan José Villanueva:
Eigensnakes for Vessel Segmentation in Angiography. ICPR 2000: 4340-4343 - [c6]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: 7018-7021 - [c5]Juan María Sánchez, Xavier Binefa:
Color Normalization for Digital Video Processing. VISUAL 2000: 189-199
1990 – 1999
- 1999
- [c4]Jordi Vitrià, Petia Radeva, Xavier Binefa:
EigenHistograms: Using Low Dimensional Models of Color Distribution for Real Time Object Recognition. CAIP 1999: 17-24 - [c3]Juan María Sánchez, Xavier Binefa:
AudiCom: A Video Analysis System for Auditing Commercial Broadcasts. ICMCS, Vol. 2 1999: 272-276 - [c2]Juan María Sánchez, Xavier Binefa, Jordi Vitrià, Petia Radeva:
Local Color Analysis for Scene Break Detection Applied to TV Commercials Recognition. VISUAL 1999: 237-244 - 1996
- [c1]Xavier Binefa, Jordi Vitrià:
A contrast-based focusing criterium. ICPR 1996: 805-809 - 1992
- [j1]Jordi Vitrià, Xavier Binefa, Juan José Villanueva:
Morphological algorithms for visual analysis of integrated circuits. J. Vis. Commun. Image Represent. 3(2): 194-202 (1992)
Coauthor Index
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