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All book chapters
| 1-50 | 51-100 | 101-106 |

2022
Classifying the Social Media Author Profile Through a Multimodal Representation, Miguel Á. Álvarez-Carmona, Esaú VILLATORO-TELLO, Luis Villaseñor Pineda and Manuel Montes-y-Gómez, in: Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence, Springer, 2022
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Who Sees What? Examining Urban Impressions in Global South Cities, Luis Emmanuel Medina Rios, Salvador Ruiz-Correa, Darshan Santani and Daniel Gatica-Perez, in: Human Perception of Visual Information: Psychological and Computational Perspectives, Springer, 2022
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2021
Multi-channel Face Presentation Attack Detection Using Deep Learning, Anjith George and Sébastien Marcel, in: Deep Learning-Based Face Analytics, Springer International Publishing, 2021
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Semantic Behavior Analysis of COVID-19 Patients: A Collaborative Framework, Amlan Mohanty, Debasish Kumar Mallick, Shantipriya Parida and Satya Ranjan Dash, in: Machine Learning for Healthcare Applications, John Wiley & Sons, Inc. USA and Scrivener Publishing LLC, USA, 2021
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2020
Compositionality in English deverbal compounds:The role of the head, Gianina Iordachioaia, Lonneke van der Plas and Glorianna Jagfeld, in: The role of constituents in multiword expressions. Phraseology and Multiword Expressions, Language Science Press, Berlin, 2020
2019
An Introduction to Vein Presentation Attacks and Detection, André Anjos, Pedro Tome and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019
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Evaluation Methodologies for Biometric Presentation Attack Detection, Ivana Chingovska, Amir Mohammadi, André Anjos and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019
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Interactive Generation of Calligraphic Trajectories from Gaussian Mixtures, D. Berio, F. F. Leymarie and Sylvain Calinon, in: Mixture Models and Applications, pages 23-38, Springer, 2019
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Learning Control, Sylvain Calinon and D. Lee, in: Humanoid Robotics: a Reference, pages 1261-1312, Springer, 2019
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Learning from Demonstration (Programming by Demonstration), Sylvain Calinon, in: Encyclopedia of Robotics, Springer, 2019
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Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series, Sylvain Calinon, in: Mixture Models and Applications, pages 39-57, Springer, 2019
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On the Recognition Performance of BioHash-Protected Finger Vein Templates, Vedrana Krivokuca and Sébastien Marcel, in: Handbook of Vascular Biometrics, pages 465-480, Springer Open, 2019
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Remote Blood Pulse Analysis for Face Presentation Attack Detection, Guillaume Heusch and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer, 2019
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2018
A Cross-database Study of Voice Presentation Attack Detection, Pavel Korshunov and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing: Presentation Attack Detection, 2nd Edition, Springer, 2018
Robot Learning with Task-Parameterized Generative Models, Sylvain Calinon, in: Robotics Research, pages 111-126, Springer, 2018
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Sequential Design of Computer Experiments, David Ginsbourger, in: Wiley StatsRef: Statistics Reference Online, Wiley, 2018
2017
Analysis of Small Groups, Daniel Gatica-Perez, Oya Aran and Dinesh Babu Jayagopi, in: Social Signal Processing, pages 349-367, Cambridge University Press. Editors J. Burgoon, N. Magnenat-Thalmann, M. Pantic, and A. Vinciarelli, 2017
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MAAYA: Multimedia Methods to Support Maya Epigraphic Analysis, Daniel Gatica-Perez, Gulcan Can, Rui Hu, Stephane Marchand-Maillet, Jean-Marc Odobez, Carlos Pallan Gayol and Edgar Roman-Rangel, in: Arqueologia computacional: Nuevos enfoques para el analisis y la difusion del patrimonio cultural, INAH-RedTDPC, 2017
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Presentation attack detection in voice biometrics, Pavel Korshunov and Sébastien Marcel, in: User-Centric Privacy and Security in Biometrics, The Institution of Engineering and Technology, 2017
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2016
Design of Computer Experiments Using Competing Distances Between Set-Valued Inputs, David Ginsbourger, Jean Baccou, Clément Chevalier and Frédéric Perales, in: mODa 11 - Advances in Model-Oriented Design and Analysis, pages 123-131, Springer International Publishing, 2016
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Face Recognition Systems Under Spoofing Attacks, Ivana Chingovska, Nesli Erdogmus, André Anjos and Sébastien Marcel, in: Face Recognition Systems Under Spoofing Attacks, pages 165-194, Springer International Publishing, 2016
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Learning From Humans, A. G. Billard, Sylvain Calinon and R. Dillmann, in: Handbook of Robotics, pages 1995-2014, Springer, 2016
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On ANOVA Decompositions of Kernels and Gaussian Random Field Paths, David Ginsbourger, Olivier Roustant, Dominic Schuhmacher, Nicolas Durrande and Nicolas Lenz, in: Monte Carlo and Quasi-Monte Carlo Methods, pages 315-330, Springer International Publishing, 2016
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Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, Oya Aran, Ismail Ari, Alp Kindiroglu, Pinar Santemiz and Lale Akarun, in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016
2015
Differentiating the Multipoint Expected Improvement for Optimal Batch Design, Sébastien Marmin, Clément Chevalier and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015
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DNN-based Speech Synthesis: Importance of input features and training data, Alexandros Lazaridis, Blaise Potard and Philip N. Garner, in: International Conference on Speech and Computer , SPECOM, pages 193-200, Springer Berlin Heidelberg, 2015
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Global Optimization with Sparse and Local Gaussian Process Models, Tipaluck Krityakierne and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 185-196, Springer International Publishing, 2015
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Rehabilitation of Count-based Models for Word Vector Representations, Rémi Lebret and Ronan Collobert, in: Computational Linguistics and Intelligent Text Processing, pages 417-429, Springer International Publishing, 2015
2014
Anti-spoofing: Evaluation Methodologies, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Encyclopedia of Biometrics, Springer US, 2014
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Anti-Spoofing: Face Databases, André Anjos, Ivana Chingovska and Sébastien Marcel, in: Encyclopedia of Biometrics, Springer US, 2014
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Evaluation Databases, Stan Z.Li, Javier Galbally, André Anjos and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, pages 247-278, Springer-Verlag, 2014
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Evaluation Methodologies, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Handbook of Biometric Antispoofing, Springer, 2014
Face Anti-spoofing: Visual Approach, André Anjos, Jukka Komulainen, Sébastien Marcel, Abdenour Hadid and Matti Pietikainen, in: Handbook of Biometric Anti-Spoofing, pages 65-82, Springer-Verlag, 2014
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Re-Identification for Improved People Tracking, Francois Fleuret, Horesh Ben Shitrit and Pascal Fua, in: Person Re-Identification, pages 311-336, Springer, 2014
2013
Interactive Multimodal Information Management: Shaping the Vision, Andrei Popescu-Belis and Hervé Bourlard, in: Interactive Multimodal Information Management, pages 1-17, EPFL Press, 2013
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Learning to learn new models of human activities in indoor settings1, Fabian Nater, Tatiana Tommasi, Luc Van Gool and Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
Learning to learn new models of human activities in indoor settings1, Fabian Nater, Tatiana Tommasi, Luc Van Gool and Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Medical image annotation, Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Speech Processing, Mathew Magimai.-Doss, in: Interactive Multimodal Information Management, pages 221--245, EPFL Press, 2013
Unsupervised methods for activity analysis and detection of abnormal events, Remi Emonet and Jean-Marc Odobez, in: Intelligent Video Surveillance Systems (ISTE), Wiley, 2013
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2012
Deep Learning via Semi-Supervised Embedding, Jason Weston, Frédéric Ratle, Hossein Mobahi and Ronan Collobert, in: In Neural Networks: Tricks of the Trade, Springer, 2012
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Evaluation of Meeting Support Technology, Simon Tucker and Andrei Popescu-Belis, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 237-252, Cambridge University Press, 2012
Implementing Neural Networks Efficiently, Ronan Collobert, Koray Kavukcuoglu and Clément Farabet, in: Neural Networks: Tricks of the Trade, Springer, 2012
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Multimodal Signal Processing for Meetings: an Introduction, Andrei Popescu-Belis and Jean Carletta, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 1-11, Cambridge University Press, 2012
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Sampling techniques for audio-visual tracking and head pose estimation, Jean-Marc Odobez and Oswald Lanz, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 84-102, Cambridge University Press, 2012
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Sparsity in Topic Models, Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond, MIT Press, 2012
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Speaker Diarization, Fabio Valente and Gerald Friedland, in: Multimodal Signal Processing: Human Interactions in Meetings, Cambridge University Press, 2012
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User Requirements for Meeting Support Technology, Denis Lalanne and Andrei Popescu-Belis, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 210-221, Cambridge University Press, 2012
2011
Analysis of Group Conversations: Modeling Social Verticality, Oya Aran and Daniel Gatica-Perez, in: Computer Analysis of Human Behavior, pages 293-322, Springer London, 2011
Data-driven extraction of spectral-dynamics based posteriors, Fabio Valente, in: Handbook of Natural Language Processing and Machine Translation Handbook of Natural Language Processing and Machine Translation, Springer, 2011
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Flickr Groups: Multimedia Communities for Multimedia Analysis, Radu-Andrei Negoescu and Daniel Gatica-Perez, in: Internet Multimedia Search and Mining, Bentham Science Publishers, 2011
Hand Gesture Analysis, Cem Keskin, Oya Aran and Lale Akarun, in: Computer Analysis of Human Behavior,, pages 125-149, Springer London, 2011
Introduction to Sequence Analysis for Human Behavior Understanding, Hugues Salamin and Alessandro Vinciarelli, in: "Computer Analysis of Human Behavior" by A.Salah and T.Gevers (eds.), pages 21-40, Springer Verlag, 2011
Social Signal Processing: The Research Agenda, Maja Pantic, R. Cowie, F. D'Errico, Dirk Heylen, M. Mehu, C. Pelachaud, I. Poggi, M. Schroeder and Alessandro Vinciarelli, in: "Visual Analysis of Humans" by T.B.Moeslund, A.Hilton, V.Krueger and L.Sigal (eds.), pages 511-538, Springer Verlag, 2011
2010
More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech, Hugues Salamin, Gelareh Mohammadi, Khiet Truong and Alessandro Vinciarelli, in: Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues, A.Esposito (ed.), LNCS,Springer, 2010
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Towards a Technology of Nonverbal Communication: Vocal Behavior in Social and Affective Phenomena, Alessandro Vinciarelli and Gelareh Mohammadi, in: "Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives" by D. Gokcay & G. Yildirim (eds.), igi-global, 2010
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Visual Attention, Speaking Activity, and Group Conversational Analysis in Multi-Sensor Environments, Daniel Gatica-Perez and Jean-Marc Odobez, in: In H. Nakashima, J. Augusto, H. Aghajan (Eds.,',','), Handbook of Ambient Intelligence and Smart Environments, Springer, 2010
2009
A Kernel Wrapper for Phoneme Sequence Recognition, Joseph Keshet and Dan Chazan, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009
A Large Margin Algorithm for Forced Alignment, Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer and Dan Chazan, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009
A Proposal for a Kernel-based Algorithm for Large Vocabulary Continuous Speech Recognition, Joseph Keshet, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009
Accessing a Large Multimodal Corpus using an Automatic Content Linking Device, Andrei Popescu-Belis, Jean Carletta, Jonathan Kilgour and Peter Poller, in: Multimodal Corpora: From Models of Natural Interaction to Systems and Applications, Springer-Verlag, 2009
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Discriminative Keyword Spotting, David Grangier, Joseph Keshet and Samy Bengio, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009
Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions, Andrei Popescu-Belis, in: Multimodal Signal Processing for Human-Computer Interaction, Elsevier / Academic Press, 2009
Modeling interest in face-to-face conversations from multimodal nonverbal behavior, Daniel Gatica-Perez, in: In J.-P. Thiran, H. Bourlard, and F. Marques, (Eds.,',','), Multimodal Signal Processing, Academic Press, Academic Press, 2009
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Multi-Person Bayesian Tracking with Multiple Cameras, Jian Yao and Jean-Marc Odobez, in: Multi-camera networks: principles and applications, pages 363-388, Academic Press, 2009
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2008
How does a dictation machine recognize speech ?, T. Dutoit, L. Couvreur and Hervé Bourlard, in: Applied Signal Processing--A MATLAB approach, Springer MA, 2008
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2007
Error-Related EEG Potentials in Brain-Computer Interfaces, Pierre W. Ferrez and José del R. Millán, in: Towards Brain-Computer Interfacing, The MIT Press, 2007
Tapping the Mind or Resonating Minds?, José del R. Millán, in: European Visions for the Knowledge Age, Cheshire Henbury, 2007
2006
Non-Invasive Brain-Actuated Control of a Mobile Robot by Human EEG, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: 2006 IMIA Yearbook of Medical Informatics, Schattauer Verlag, 2006
2002
Brain-Computer Interfaces, José del R. Millán, in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002
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Hidden Markov Models and other Finite State Automata for Sequence Processing, Hervé Bourlard and Samy Bengio, in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002
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Robot Navigation, José del R. Millán, in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002
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Towards Robust and Adaptive Speech Recognition Models, Hervé Bourlard, Samy Bengio and Katrin Weber, in: Mathematical Foundations of Speech Processing and Recognition, Springer-Verlag, 2002
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2000
Automatic Speech Recognition: an Auditory Perspective, Nelson Morgan, Hervé Bourlard and Hynek Hermansky, in: Speech Processing in the Auditory System, Springer Verlag, New York, 2000
Neural Networks in Automatic Speech Recognition, F. Beaufays, Hervé Bourlard, H. Franco and Nelson Morgan, in: to be published in The Handbook of Brain Theory and Neural Networks, Bradford Books, The MIT Press, 2000
1999
Speech Reading, Juergen Luettin, in: Modern Interface Technology: The Leading Edge, Research Studies Press Ltd., 1999
1998
Connectionist Techniques, Hervé Bourlard and Nelson Morgan, in: Survey of the State of the Art in Human Language Technology, Cambridge University Press, 1998
Hybrid HMM/ANN Systems for Speech Recognition: Overview and New Research Directions, Hervé Bourlard and Nelson Morgan, in: Adaptive Processing of Sequences and Data Structures, Springer Verlag, 1998
1997
Ellipsometry, Indu Saxena, in: Optical Metrology, Artech House, 1997
Neural Network Adaptations to Hardware Implementations, Perry Moerland and Emile Fiesler, in: Handbook of Neural Computation, Institute of Physics Publishing and Oxford University Publishing, 1997
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1996
Active Shape Models for Visual Speech Feature Extraction, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Speechreading by Humans and Machines, Springer Verlag, 1996
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Machine Recognition and Applications, Juergen Luettin, Michael Vogt and Christoph Bregler, in: Speechreading by Humans and Machines, Springer Verlag, 1996
Neural Network Topologies, Emile Fiesler, in: Handbook of Neural Computation, 1996
Reconnaissance et compréhension de la parole: évaluation et applications, F. Néel, Gérard Chollet, F. Lamel, W. Minker and Andrei Constantinescu, in: Fondements et perspectives en traitement automatique de la parole, AUPELF -- UREF, 1996
Supervised Ontogenic Networks, Emile Fiesler and K. Cios, in: Handbook of Neural Computation, 1996
1995
A Hybrid Approach to Continuous Speech Recognition, Kari Torkkola and Teuvo Kohonen, in: The handbook of brain theory and neural networks, The MIT Press, 1995
An All-Optical Forward Propagation Multilayer Neural Network, Indu Saxena and Emile Fiesler, in: From Natural to Artificial Neural Computation, Springer Verlag, 1995
Applying Handwriting Recognition to US Census Forms, Thomas M. Breuel, in: Recent Developments in Computer Vision, Springer, 1995
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Assessment of speaker verification systems, Gérard Chollet and Frédéric Bimbot, in: Spoken Language Ressources and Assessment, EAGLES Handbook, 1995
Handwriting Recognition, Thomas M. Breuel, in: Recent Developments in Computer Vision, Springer, 1995
Les domaines d'application des technologies vocales, Gérard Chollet, in: Fondements et perspectives en traitement automatique de la parole, GDR-PRC Communication Homme-Machine, 1995
Neural Network Initialization, Georg Thimm and Emile Fiesler, in: From Natural to Artificial Neural Computation, Springer Verlag, 1995
| 1-50 | 51-100 | 101-106 |