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Statistical Machine Learning for Human Behaviour Analysis

Name: Statistical Machine Learning for Human Behaviour Analysis
Brand: MDPI AG
SKU: 32932089
Price: 68.89 EUR
Availability: InStock
Author: Sergio Escalera
ISBN: 9783039362288

Sergio Escalera

Lingua

Inglese

Libro Rigido

Codice Libristo: 32932089

Casa editrice MDPI AG, giugno 2020

This Special Issue focused on novel vision-based approaches, mainly related to computer vision and m... Descrizione completa

Codice Libristo: 32932089

169 b

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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.