Machine Learning Systems for Multimodal Affect Recognition, Markus K?chele

Автор: Friedhelm Schwenker; Stefan Scherer; Louis-Philipp
Название: Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
ISBN: 3642370802 ISBN-13(EAN): 9783642370809
Издательство: Springer
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Цена: 42860.00 T
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Описание: This book constitutes the thoroughly refereed post-workshop proceedings of the First IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction (MPRSS2012), held in Tsukuba, Japan in November 2012, in collaboration with the NLGD Festival of Games.

Автор: Chen
Название: Robust Multimodal Cognitive Load Measurement
ISBN: 3319316982 ISBN-13(EAN): 9783319316987
Издательство: Springer
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Цена: 111790.00 T
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Описание: This book explores robust multimodal cognitiveload measurement with physiological and behavioural modalities, which involve theeye, Galvanic Skin Response, speech, language, pen input, mouse movement andmultimodality fusions. Factors including stress, trust, and environmentalfactors such as illumination are discussed regarding their implications forcognitive load measurement. Furthermore, dynamic workload adjustment andreal-time cognitive load measurement with data streaming are presented in orderto make cognitive load measurement accessible by more widespread applicationsand users. Finally, application examples are reviewed demonstrating thefeasibility of multimodal cognitive load measurement in practical applications.This is thefirst book of its kind to systematically introduce various computationalmethods for automatic and real-time cognitive load measurement and by doing somoves the practical application of cognitive load measurement from the domainof the computer scientist and psychologist to more general end-users, ready forwidespread implementation.Robust Multimodal CognitiveLoad Measurement is intended for researchers and practitioners involved with cognitiveload studies and communities within the computer, cognitive, and socialsciences. The book will especially benefit researchers in areas like behaviouranalysis, social analytics, human-computer interaction (HCI), intelligentinformation processing, and decision support systems.

Автор: Alejandro H?ctor Toselli; Enrique Vidal; Francisco
Название: Multimodal Interactive Pattern Recognition and Applications
ISBN: 1447159322 ISBN-13(EAN): 9781447159322
Издательство: Springer
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Цена: 121110.00 T
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Описание: Here is a different approach to pattern recognition systems, in which users of a system are involved during the recognition process, and examines a range of advanced multimodal interactions between machine and users, including handwriting, speech and gesture.

Автор: Friedhelm Schwenker; Stefan Scherer; Louis-Philipp
Название: Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
ISBN: 3319148982 ISBN-13(EAN): 9783319148984
Издательство: Springer
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Цена: 37270.00 T
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Описание: This book constitutes the thoroughly refereed post-workshop proceedings of the Third IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2014, held in Stockholm, Sweden, in August 2014, as a satellite event of the International Conference on Pattern Recognition, ICPR 2014.

Автор: Friedhelm Schwenker; Stefan Scherer
Название: Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
ISBN: 3319592580 ISBN-13(EAN): 9783319592589
Издательство: Springer
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Цена: 46570.00 T
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Описание: Active Shape Model Vs. Deep Learning for Facial Emotion Recognition in Security.- Bimodal Recognition of Cognitive Load Based on Speech and Physiological Changes.- Human Mobility-Pattern Discovery and Next-Place Prediction from GPS data.- Fusion Architectures for Multimodal Cognitive Load Recognition.- Face Recognition in Home Security System Using Tensor Decomposition Based on Radix Hierarchical SVD.- Performance analysis of gesture recognition classifiers for building a human robot interface.- On Automatic Question Answering Using Efficient Primal-dual Models.- Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition.- Audio Visual Speech Recognition Using Deep Recurrent Neural Networks.- Audio-Visual Recognition of Pain Intensity.- The Sense Emotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.- Photometric Stereo for 3D face reconstruction using non linear illumination models.- Recursively Measured Action Units.

Автор: Friedhelm Schwenker; Stefan Scherer
Название: Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
ISBN: 3030209830 ISBN-13(EAN): 9783030209834
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes the refereed post-workshop proceedings of the 5th IAPR TC9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2018, held in Beijing, China, in August 2018. The 10 revised papers presented in this book focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition and pain intensity estimation, especially the question how to distinguish between human emotions from pain or stress induced by pain is discussed.

Автор: Elisabeth Andr?; Laila Dybkj?r; Heiko Neumann; Rob
Название: Perception in Multimodal Dialogue Systems
ISBN: 3540693688 ISBN-13(EAN): 9783540693680
Издательство: Springer
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Цена: 65210.00 T
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Описание: The papers are organized in topical sections on multimodal and spoken dialogue systems, classification of dialogue acts and sound, recognition of eye gaze, head poses, mimics and speech as well as combinations of modalities, vocal emotion recognition, human-like and social dialogue systems, and evaluation methods for multimodal dialogue systems.

Автор: Andrei Popescu-Belis; Steve Renals; Herv? Bourlard
Название: Machine Learning for Multimodal Interaction
ISBN: 3540781544 ISBN-13(EAN): 9783540781547
Издательство: Springer
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Цена: 65210.00 T
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Автор: Thomas Deselaers; Nicola Ferro; Julio Gonzalo; Mik
Название: Evaluating Systems for Multilingual and Multimodal Information Access
ISBN: 3642044468 ISBN-13(EAN): 9783642044465
Издательство: Springer
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Цена: 158380.00 T
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Описание: The ninth campaign of the Cross-Language Evaluation Forum (CLEF) for European languages was held from January to September 2008.

Автор: Andrei Popescu-Belis; Rainer Stiefelhagen
Название: Machine Learning for Multimodal Interaction
ISBN: 3540858520 ISBN-13(EAN): 9783540858522
Издательство: Springer
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Цена: 69870.00 T
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Описание: Constitutes the refereed proceedings of the 5th International Workshop on Machine Learning for Multimodal Interaction, MLMI 2008, held in Utrecht, The Netherlands, in September 2008. This title features papers that cover a wide range of topics related to human-human communication modeling and processing, as well as to human-computer interaction.

Автор: Stefan Hillmann
Название: Simulation-Based Usability Evaluation of Spoken and Multimodal Dialogue Systems
ISBN: 3319625179 ISBN-13(EAN): 9783319625171
Издательство: Springer
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Цена: 130430.00 T
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Описание: The improvement affects the prediction of dialogue metrics that are related to dialogue efficiency and dialogue effectiveness.Furthermore, the book describes a parameter-based data model, as well as a related framework.

Автор: Wolfgang Wahlster
Название: SmartKom: Foundations of Multimodal Dialogue Systems
ISBN: 3642062660 ISBN-13(EAN): 9783642062667
Издательство: Springer
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Цена: 121110.00 T
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Описание: With contributions by leading scientists in the field, this book gives the first comprehensive overview of the results of the seminal SmartKom project one of the most advanced multimodal dialogue systems worldwide.