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Multimodal pattern recognition of social signals in human-computer-interaction : 5th IAPR TC 9 Workshop, MPRSS 2018, Beijing, China, August 20, 2018, Revised selected papers

Author: Friedhelm Schwenker; Stefan Scherer
Publisher: Cham, Switzerland : Springer, [2019]
Series: Lecture notes in computer science, 11377.; Lecture notes in computer science., Lecture notes in artificial intelligence.; LNCS sublibrary., SL 7,, Artificial intelligence.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the refereed post-workshop proceedings of the 5th IAPR TC9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2018, held in Beijing, China, in August 2018. The 10 revised papers presented in this book focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion  Read more...
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Genre/Form: Electronic books
Electronic resource
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
IAPR TC 9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction (5th : 2018 : Beijing, China).
Multimodal pattern recognition of social signals in human-computer-interaction.
Cham, Switzerland : Springer, [2019]
(OCoLC)1098740191
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Friedhelm Schwenker; Stefan Scherer
ISBN: 9783030209841 3030209849 9783030209858 3030209857
OCLC Number: 1103483102
Description: 1 online resource
Contents: Multi-Focus Image Fusion with PCA Filters of PCANet --
An Image Captioning Method for Infant Sleeping Environment Diagnosis --
A First-Person Vision Dataset of Office Activities --
Perceptual Judgments to Detect Computer Generated Forged Faces in Social Media --
Combining Deep and Hand-crafted Features for Audio-based Pain Intensity Classification --
Deep Learning Algorithms for Emotion Recognition on Low Power Single Board Computers --
Improving Audio-Visual Speech Recognition Using Gabor Recurrent Neural Networks --
Evolutionary Algorithms for the Design of Neural Network Classifiers for the Classification of Pain Intensity --
Visualizing Facial Expression Features of Pain and Emotion Data.
Series Title: Lecture notes in computer science, 11377.; Lecture notes in computer science., Lecture notes in artificial intelligence.; LNCS sublibrary., SL 7,, Artificial intelligence.
Other Titles: MPRSS 2018
Responsibility: Friedhelm Schwenker, Stefan Scherer, (eds.).

Abstract:

This book constitutes the refereed post-workshop proceedings of the 5th IAPR TC9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2018, held in Beijing, China,  Read more...

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