Friedhelm Schwenker,
Stefan Scherer,
Louis-Philippe Morency
Springer International Publishing
2015e druk, 2015
9783319148984
Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers
Specificaties
Paperback, 143 blz.
|
Engels
Springer International Publishing |
2015e druk, 2015
ISBN13: 9783319148984
Rubricering
Onderdeel van serie
Lecture Notes in Computer Science
Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9783319148984
Taal:Engels
Bindwijze:paperback
Aantal pagina's:143
Uitgever:Springer International Publishing
Druk:2015
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
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.