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Preface

机译:前言

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摘要

This book presents the proceedings of the 4th IAPR TC 9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction (MPRSS 2016). This workshop endeavored to bring recent research in pattern recognition and human-computer-interaction together, and succeeded to install a forum for ongoing discussions. In recent years, research in the field of intelligent human-computer-interaction has made considerable progress in methodology and application. However, building intelligent artificial companions capable of interacting with humans, in the same way humans interact with each other, remains a major challenge in this field. Pattern recognition and machine learning methodology play a major role in this pioneering research. MPRSS 2016 focused mainly on pattern recognition, machine learning, and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities. For the MPRSS 2016 workshop 13 out of 19 papers were selected for presentation at the workshop and for inclusion in this volume. MPRSS 2016 was held as a satellite workshop of the International Conference on Pattern Recognition (ICPR 2016) in Cancun, Mexico, on December 4, 2016.
机译:本书介绍了第四届IAPR TC 9关于人机交互中社会信号的模式识别的研讨会(MPRSS 2016)的会议记录。该研讨会致力于将模式识别和人机交互方面的最新研究结合在一起,并成功地建立了一个论坛,以进行持续的讨论。近年来,智能人机交互领域的研究在方法和应用上取得了长足的进步。但是,建立能够与人类互动的智能人工伴侣的方式仍然是该领域的主要挑战。模式识别和机器学习方法在这项开创性研究中起着重要作用。 MPRSS 2016主要关注模式识别,机器学习和信息融合方法及其在社会信号处理中的应用,包括多模式情感识别,用户识别和人类活动识别。对于2016年MPRSS研讨会,从19篇论文中选出13篇在研讨会上进行介绍并纳入本册。 2016年MPRSS作为2016年国际模式识别会议(ICPR 2016)的卫星研讨会在墨西哥坎昆举行。

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