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

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
Buch | Softcover
VII, 117 Seiten
2019 | 1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-20983-4 (ISBN)
53,49 inkl. MwSt

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.

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.

Erscheinungsdatum
Reihe/Serie Lecture Notes in Artificial Intelligence
Lecture Notes in Computer Science
Zusatzinfo VII, 117 p. 117 illus., 32 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 207 g
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Software Entwicklung User Interfaces (HCI)
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte Artificial Intelligence • computer vision • face recognition • Human Computer Interaction • Imaging Systems • life and medical science • machine learning algorithms • multimedia and multimodal retrieval • User Interfaces
ISBN-10 3-030-20983-0 / 3030209830
ISBN-13 978-3-030-20983-4 / 9783030209834
Zustand Neuware
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