Alameda-Pineda / Ricci / Sebe Multimodal Behavior Analysis in the Wild

Advances and Challenges
1. Auflage 2018
ISBN: 978-0-12-814602-6
Verlag: Elsevier Science & Techn.
Format: EPUB
Kopierschutz: 6 - ePub Watermark

E-Book, Englisch, 498 Seiten

Reihe: Computer Vision and Pattern Recognition

Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book focuses on audio and video modalities, while also emphasizing emerging modalities, such as accelerometer or proximity data. It covers tasks at different levels of complexity, from low level (speaker detection, sensorimotor links, source separation), through middle level (conversational group detection, addresser and addressee identification), and high level (personality and emotion recognition), providing insights on how to exploit inter-level and intra-level links. This is a valuable resource on the state-of-the- art and future research challenges of multi-modal behavioral analysis in the wild. It is suitable for researchers and graduate students in the fields of computer vision, audio processing, pattern recognition, machine learning and social signal processing. - Gives a comprehensive collection of information on the state-of-the-art, limitations, and challenges associated with extracting behavioral cues from real-world scenarios - Presents numerous applications on how different behavioral cues have been successfully extracted from different data sources - Provides a wide variety of methodologies used to extract behavioral cues from multi-modal data

Autoren/Hrsg.

Alameda-Pineda, Xavier

Ricci, Elisa

Sebe, Nicu

Leseproben

List of Contributors

Xavier Alameda-Pineda     Inria Grenoble Rhone-Alpes, Perception Team, France

Stefano Alletto     University of Modena and Reggio Emilia, Department of Engineering “Enzo Ferrari”, Modena, Italy

Vasileios Argyriou     Kingston University, Faculty of Science, Engineering and Computing, Surrey, UK

Claudio Baecchi     University of Florence, Firenze, Italy

Lorenzo Baraldi     University of Modena and Reggio Emilia, Department of Engineering “Enzo Ferrari”, Modena, Italy

Marco Bertini     University of Florence, Firenze, Italy

Marc Bolaños

University of Barcelona, Department of Mathematics and Computer Science, Barcelona, Spain

Computer Vision Center, Barcelona, Spain

Pierre Bour     Kingston University, Faculty of Science, Engineering and Computing, Surrey, UK

Luca Brayda     Istituto Italiano di Tecnologia, RBCS, Genova, Italy

Alessio Brutti     Center for Information Technology, Fondazione Bruno Kessler, Trento, Italy

Laura Cabrera Quiros

Delft University of Technology, Intelligent Systems, the Netherlands

Instituto Tecnológico de Costa Rica, Electronic Engineering Department, Costa Rica

Victor Campos     Barcelona Supercomputing Center, Barcelona, Catalonia, Spain

Alejandro Cartas     University of Barcelona, Department of Mathematics and Computer Science, Barcelona, Spain

Andrea Cavallaro     Centre for Intelligent Sensing, Queen Mary University London, London, UK

Shih-Fu Chang     Columbia University, New York City, NY, USA

Wen-Sheng Chu     Carnegie Mellon University, Pittsburgh, PA, USA

Jeffrey F. Cohn     Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA

Marcella Cornia     University of Modena and Reggio Emilia, Department of Engineering “Enzo Ferrari”, Modena, Italy

Emile Cribelier     Kingston University, Faculty of Science, Engineering and Computing, Surrey, UK

Rita Cucchiara     University of Modena and Reggio Emilia, Department of Engineering “Enzo Ferrari”, Modena, Italy

Alberto Del Bimbo     University of Florence, Firenze, Italy

Antoine Deleforge     Inria Nancy - Grand Est, Villers-lès-Nancy, France

Eyal Dim     The University of Haifa, Israel

Mariella Dimiccoli     University of Barcelona, Department of Mathematics and Computer Science, Barcelona, Spain

Itir Onal Ertugrul     Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA

Anna Esposito     Università degli Studi della Campania L. Vanvitelli, Dipartimento di Psicologia, Caserta, Italy

Andrea Ferracani     University of Florence, Firenze, Italy

Sharon Gannot     Bar-Ilan University, Faculty of Engineering, Ramat-Gan, Israel

Maite Garolera     Consorci Sanitari de Terrassa, Barcelona, Spain

Ekin Gedik     Delft University of Technology, Intelligent Systems, the Netherlands

Olga Gelonch     Consorci Sanitari de Terrassa, Barcelona, Spain

Jeffrey M. Girard     Language Technology Institute, Carnegie Mellon University, Pittsburgh, PA, USA

Laurent Girin

Univ. Grenoble Alpes, CNRS, Grenoble-INP, GIPSA-Lab, Saint Martin d'Hères, France

INRIA Grenoble Rhône-Alpes, Perception Group, Montbonnot-Saint-Martin, France

Xavier Giro-i-Nieto

Barcelona Supercomputing Center, Barcelona, Catalonia, Spain

Universitat Politecnica de Catalunya, Barcelona, Catalonia, Spain

Luca Giuliani

Università degli Studi di Genova, DIBRIS, Genova, Italy

Istituto Italiano di Tecnologia, RBCS, Genova, Italy

Furkan Gürpinar     Bogaziçi University, Department of Computer Engineering, Bebek, Istanbul, Turkey

Zakia Hammal     Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA

Hayley Hung

Delft University of Technology, Intelligent Systems, the Netherlands

CWI, Distributed and Interactive Systems, the Netherlands

László A. Jeni     Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA

Kristiina Jokinen     AIST/AIRC, Tokyo, Japan

Brendan Jou     Columbia University, New York City, NY, USA

Heysem Kaya     Namik Kemal University, Department of Computer Engineering, Çorlu, Tekirdag, Turkey

Walter Kellermann     Multimedia Communications and Signal Processing, Telecommunications Laboratory, University Erlangen-Nuremberg, Erlangen, Germany

Tsvi Kuflik     The University of Haifa, Israel

Xiaofei Li     INRIA Grenoble Rhône-Alpes, Perception Group, Montbonnot-Saint-Martin, France

Nicoletta Noceti     Università degli Studi di Genova, DIBRIS, Genova, Italy

Francesca Odone     Università degli Studi di Genova, DIBRIS, Genova, Italy

Gabriel Oliveira-Barra     University of Barcelona, Department of Mathematics and Computer Science, Barcelona, Spain

Marcello Pelillo

European Centre for Living Technology, Venice, Italy

DAIS, Venice, Italy

Francesco Perrone     University of Glasgow, School of Computing Science, Glasgow, UK

Emily Mower Provost     University of Michigan, Computer Science and Engineering, Ann Arbor, MI, USA

Petia Radeva     University of Barcelona, Department of Mathematics and Computer Science, Barcelona, Spain

Elisa Ricci

University of Trento, Department of Information Engineering and Computer Science, Italy

Fondazione Bruno Kessler, Technology of Vision, Italy

Giorgio Roffo     University of Glasgow, School of Computing Science, Glasgow, UK

Albert Ali Salah

Bogaziçi University, Department of Computer Engineering, Bebek, Istanbul, Turkey

Nagoya University, Future Value Creation Research Center (FV-CRC), Nagoya, Japan

Alexander Schmidt     Multimedia Communications and Signal Processing, Telecommunications Laboratory, University Erlangen-Nuremberg, Erlangen, Germany

Björn Schuller

Imperial College London, Department of Computing, London, UK

University of Augsburg, Chair of Embedded Intelligence for Health Care and Wellbeing, Augsburg, Germany

Filomena Scibelli     Università degli Studi della Campania L. Vanvitelli, Dipartimento di Psicologia, Caserta, Italy

Nicu Sebe     University of Trento, Department of Information Engineering and Computer Science, Italy

Lorenzo Seidenari     University of Florence, Firenze, Italy

Giuseppe Serra     University of Udine, Department of Mathematics, Computer Science and Physics, Udine, Italy

Joan Sosa-Garciá     Università degli Studi di Genova, DIBRIS, Genova, Italy

Estefania Talavera

University of Barcelona, Department of Mathematics and Computer Science, Barcelona, Spain

Computer Vision Center, Barcelona, Spain

University of Groningen, Intelligent Systems Group, AG Groningen, the Netherlands

Mohammad Tayarani     University of Glasgow, School of Computing Science, Glasgow, UK

Qi Tian     The University of Texas at San Antonio, Department of Computer Science, San Antonio, TX, USA

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