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 /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Schwenker, Friedhelm (Editor, http://id.loc.gov/vocabulary/relators/edt), Scherer, Stefan (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Lecture Notes in Artificial Intelligence ; 11377
• Subjects: Artificial intelligence.; Optical data processing.; Computer communication systems.; User interfaces (Computer systems).; Artificial Intelligence.; Image Processing and Computer Vision.; Computer Communication Networks.; User Interfaces and Human Computer Interaction.

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 lea...

Table of 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.