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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 de Friedhelm Schwenker

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction: Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers: Lecture Notes in Computer Science, cartea 8869

Editat de Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
en Limba Engleză Paperback – 20 ian 2015
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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Specificații

ISBN-13: 9783319148984
ISBN-10: 3319148982
Pagini: 145
Ilustrații: VIII, 145 p. 75 illus.
Dimensiuni: 155 x 235 x 10 mm
Greutate: 0.23 kg
Ediția:2015
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

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.

Caracteristici

Includes supplementary material: sn.pub/extras

Textul de pe ultima copertă

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.
The 21 revised papers presented during the workshop cover topics on facial expression recognition, audiovisual emotion recognition, multimodal Information fusion architectures, learning from unlabeled and partially labeled data, learning of time series, companion technologies and robotics.