Includes bibliographical references and author index.
CONTENTS NOTE
Text of Note
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.
0
SUMMARY OR ABSTRACT
Text of Note
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 recognition and pain intensity estimation, especially the question how to distinguish between human emotions from pain or stress induced by pain is discussed.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030209841
OTHER EDITION IN ANOTHER MEDIUM
Title
Multimodal pattern recognition of social signals in human-computer-interaction.
International Standard Book Number
9783030209834
PARALLEL TITLE PROPER
Parallel Title
MPRSS 2018
TOPICAL NAME USED AS SUBJECT
Computer vision, Congresses.
Human-computer interaction, Congresses.
Pattern recognition systems, Congresses.
Computer vision.
Human-computer interaction.
Pattern recognition systems.
(SUBJECT CATEGORY (Provisional
COM004000
UYQ
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
004
.
01/9
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
.
H85
Book number
M77
2018
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Scherer, Stefan
Schwenker, Friedhelm
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
IAPR TC 9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction(5th :2018 :, Beijing, China)