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Titlebook: Computer Analysis of Human Behavior; Albert Ali Salah,Theo Gevers Textbook 2011 Springer-Verlag London Limited 2011 Affective Computing.Am

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书目名称Computer Analysis of Human Behavior
编辑Albert Ali Salah,Theo Gevers
视频video
概述The first uniform treatment of the subject of human behavior analysis, with a broad coverage of the field.Ideal as a textbook for graduate students, but also suitable as a guide for researchers or a r
图书封面Titlebook: Computer Analysis of Human Behavior;  Albert Ali Salah,Theo Gevers Textbook 2011 Springer-Verlag London Limited 2011 Affective Computing.Am
描述This book provides a broad survey of advanced pattern recognition techniques for human behavior analysis. Clearly structured, the book begins with concise coverage of the major concepts, before introducing the most frequently used techniques and algorithms in detail, and then discussing examples of real applications. Features: contains contributions from an international selection of experts in the field; presents a thorough introduction to the fundamental topics of human behavior analysis; investigates methods for activity recognition, including gait and posture analysis, hand gesture analysis, and semantics of human behavior in image sequences; provides an accessible psychological treatise on social signals for the analysis of social behaviors; discusses voice and speech analysis, combined audiovisual cues, and social interactions and group dynamics; examines applications in different research fields; each chapter concludes with review questions, a summary of the topics covered, and a glossary.
出版日期Textbook 2011
关键词Affective Computing; Ambient Intelligence; Behavioral Biometrics; Human Activity Recognition; Social Sig
版次1
doihttps://doi.org/10.1007/978-0-85729-994-9
isbn_softcover978-1-4471-5949-0
isbn_ebook978-0-85729-994-9
copyrightSpringer-Verlag London Limited 2011
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Detecting and Tracking Action Contentction task can be performed by either examining a single image or by analyzing the motion in a series of consecutive frames from a video. The tracking task, in contrast, requires multiple images and can be performed by association of detected objects or by iteratively estimating the motion in consec
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Computational Visual Attentionines face similar challenges as humans: they have to deal with a large amount of input data and have to select the most promising parts. In this chapter, we explain the underlying biological and psychophysical grounding of visual attention, show how these mechanisms can be implemented computationall
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Methods and Technologies for Gait Analysise focus of this chapter is the clinical aspect of gait analysis, in which accuracy and precision are essential. Subsequently, the chapter focuses on various techniques of measuring gait and introduces taxonomy for their analysis. From this perspective, motion measurements using motion capture and in
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Voice and Speech Analysis in Search of States and Traits motivation and introduction of the tasks ranging from speakers’ states like emotions to personality traits is followed by the two parts ‘voice’ and ‘speech’—each consisting of a taxonomy on feature extraction and frequently encountered methods for classification and regression, with excursuses lead
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