Statistical Machine Learning for Human Behaviour Analysis - Rilegato

Moeslund, Thomas; Escalera, Sergio

 
9783039362288: Statistical Machine Learning for Human Behaviour Analysis
Rilegato
ISBN 10: 3039362283 ISBN 13: 9783039362288
Casa editrice: MDPI AG, 2020

Sinossi

This Special Issue focused on novel vision-based approaches, mainly related to computer vision and machine learning, for the automatic analysis of human behaviour. We solicited submissions on the following topics: information theory-based pattern classification, biometric recognition, multimodal human analysis, low resolution human activity analysis, face analysis, abnormal behaviour analysis, unsupervised human analysis scenarios, 3D/4D human pose and shape estimation, human analysis in virtual/augmented reality, affective computing, social signal processing, personality computing, activity recognition, human tracking in the wild, and application of information-theoretic concepts for human behaviour analysis. In the end, 15 papers were accepted for this special issue. These papers, that are reviewed in this editorial, analyse human behaviour from the aforementioned perspectives, defining in most of the cases the state of the art in their corresponding field.

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Editore
MDPI AG
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
3039362283
ISBN 13 
9783039362288
Rilegatura
Copertina rigida
Numero di pagine
300
Contatto del produttore
non disponibile
Persona responsabile
non disponibile