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Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction [electronic resource] : Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers / edited by Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency.

Contributor(s): Schwenker, Friedhelm [editor.] | Scherer, Stefan [editor.] | Morency, Louis-Philippe [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 8869Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015Edition: 1st ed. 2015.Description: VIII, 145 p. 75 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319148991.Subject(s): Computer vision | User interfaces (Computer systems) | Human-computer interaction | Artificial intelligence | Pattern recognition systems | Application software | Computers and civilization | Computer Vision | User Interfaces and Human Computer Interaction | Artificial Intelligence | Automated Pattern Recognition | Computer and Information Systems Applications | Computers and SocietyAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.37 Online resources: Click here to access online
Contents:
Automatic Image Collection of Objects with Similar Function by Learning Human Grasping Forms -- Client Specific Image Gradient Orientation for Unimodal and Multimodal Face Representation -- Multiple-Manifolds Discriminant Analysis for Facial Expression Recognition from Local Patches Set -- Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions -- Noisy Speech Recognition Based on Combined Audio-Visual Classifiers -- Complementary Gaussian Mixture Models for Multimodal Speech Recognition -- Fusion of Text and Audio Semantic Representations Through CCA -- uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances -- A Real Time Gesture Recognition System for Human Computer Interaction -- A SIFT-Based Feature Level Fusion of Iris and Ear Biometrics -- Audio-Visual User Identification in HCI Scenarios -- Towards an Adaptive Brain-Computer Interface - An Error Potential Approach -- Online Smart Face Morphing Engine with Prior Constraints and Local Geometry Preservation -- Exploring Alternate Modalities for Tag Recommendation.
In: Springer Nature eBookSummary: 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. The 14 revised papers presented focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities.
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Automatic Image Collection of Objects with Similar Function by Learning Human Grasping Forms -- Client Specific Image Gradient Orientation for Unimodal and Multimodal Face Representation -- Multiple-Manifolds Discriminant Analysis for Facial Expression Recognition from Local Patches Set -- Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions -- Noisy Speech Recognition Based on Combined Audio-Visual Classifiers -- Complementary Gaussian Mixture Models for Multimodal Speech Recognition -- Fusion of Text and Audio Semantic Representations Through CCA -- uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances -- A Real Time Gesture Recognition System for Human Computer Interaction -- A SIFT-Based Feature Level Fusion of Iris and Ear Biometrics -- Audio-Visual User Identification in HCI Scenarios -- Towards an Adaptive Brain-Computer Interface - An Error Potential Approach -- Online Smart Face Morphing Engine with Prior Constraints and Local Geometry Preservation -- Exploring Alternate Modalities for Tag Recommendation.

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. The 14 revised papers presented focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities.

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