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Multimodal pattern recognition of so...

Schwenker, Friedhelm.

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Multimodal pattern recognition of social signals in human-computer-interaction = third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Multimodal pattern recognition of social signals in human-computer-interaction/ edited by Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency.
其他題名:	third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014 : revised selected papers /
其他題名:	MPRSS 2014
其他作者:	Schwenker, Friedhelm.
出版者:	Cham :Springer International Publishing : : 2015.,
面頁冊數:	viii, 145 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Human-computer interaction - Congresses. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-14899-1
ISBN:	9783319148991 (electronic bk.)

Multimodal pattern recognition of social signals in human-computer-interaction = third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014 : revised selected papers /
Multimodal pattern recognition of social signals in human-computer-interactionthird IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014 : revised selected papers /[electronic resource] :MPRSS 2014edited by Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency. - Cham :Springer International Publishing :2015. - viii, 145 p. :ill., digital ;24 cm. - Lecture notes in computer science,88690302-9743 ;. - Lecture notes in computer science ;5353..

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.

ISBN: 9783319148991 (electronic bk.)

Standard No.: 10.1007/978-3-319-14899-1doiSubjects--Topical Terms:

1244156
Human-computer interaction
--Congresses.

LC Class. No.: QA76.9.H85

Dewey Class. No.: 004.019

Multimodal pattern recognition of social signals in human-computer-interaction = third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014 : revised selected papers /
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