Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction -

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction

Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers
Buch | Softcover
VIII, 145 Seiten
2015 | 2015
Springer International Publishing (Verlag)
978-3-319-14898-4 (ISBN)
42,80 inkl. MwSt
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.

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.

Erscheint lt. Verlag 20.1.2015
Reihe/Serie Lecture Notes in Artificial Intelligence
Lecture Notes in Computer Science
Zusatzinfo VIII, 145 p. 75 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 248 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Schlagworte Applications • Audio-visual speech features • Classifier Fusion • Complementary models • Computer Science • conference proceedings • Cross-domain retrieval • Discrete Geometry • Facial Expression Recognition • Feature point detection • Geometry embedding • Graph Transformations • Human Computer Interaction • Informatics • Iris biometrics • Lattice Computations • Local patches • manifold learning • Multidimensional Scaling • multimodal biometrics • Multi modal data processing • person identification • Research • Speech Recognition
ISBN-10 3-319-14898-2 / 3319148982
ISBN-13 978-3-319-14898-4 / 9783319148984
Zustand Neuware
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