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000938324 019__ $$a1175914293$$a1178998089$$a1182443287$$a1182911133$$a1183938328$$a1190680373
000938324 020__ $$a9783030467326$$q(electronic book)
000938324 020__ $$a3030467325$$q(electronic book)
000938324 020__ $$z9783030467319
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000938324 0247_ $$a10.1007/978-3-030-46732-6$$2doi
000938324 0247_ $$a10.1007/978-3-030-46
000938324 035__ $$aSP(OCoLC)on1165385484
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000938324 24500 $$aModelling human motion :$$bfrom human perception to robot design /$$cNicoletta Noceti, Alessandra Sciutti, Francesco Rea, editors.
000938324 260__ $$aCham, Switzerland :$$bSpringer,$$c2020.
000938324 300__ $$a1 online resource
000938324 336__ $$atext$$btxt$$2rdacontent
000938324 337__ $$acomputer$$bc$$2rdamedia
000938324 338__ $$aonline resource$$bcr$$2rdacarrier
000938324 500__ $$aIncludes index.
000938324 506__ $$aAccess limited to authorized users.
000938324 520__ $$aThe new frontiers of robotics research foresee future scenarios where artificial agents will leave the laboratory to progressively take part in the activities of our daily life. This will require robots to have very sophisticated perceptual and action skills in many intelligence-demanding applications, with particular reference to the ability to seamlessly interact with humans. It will be crucial for the next generation of robots to understand their human partners and at the same time to be intuitively understood by them. In this context, a deep understanding of human motion is essential for robotics applications, where the ability to detect, represent and recognize human dynamics and the capability for generating appropriate movements in response sets the scene for higher-level tasks. This book provides a comprehensive overview of this challenging research field, closing the loop between perception and action, and between human-studies and robotics. The book is organized in three main parts. The first part focuses on human motion perception, with contributions analyzing the neural substrates of human action understanding, how perception is influenced by motor control, and how it develops over time and is exploited in social contexts. The second part considers motion perception from the computational perspective, providing perspectives on cutting-edge solutions available from the Computer Vision and Machine Learning research fields, addressing higher-level perceptual tasks. Finally, the third part takes into account the implications for robotics, with chapters on how motor control is achieved in the latest generation of artificial agents and how such technologies have been exploited to favor human-robot interaction. This book considers the complete human-robot cycle, from an examination of how humans perceive motion and act in the world, to models for motion perception and control in artificial agents. In this respect, the book will provide insights into the percept ion and action loop in humans and machines, joining together aspects that are often addressed in independent investigations. As a consequence, this book positions itself in a field at the intersection of such different disciplines as Robotics, Neuroscience, Cognitive Science, Psychology, Computer Vision, and Machine Learning. By bridging these different research domains, the book offers a common reference point for researchers interested in human motion for different applications and from different standpoints, spanning Neuroscience, Human Motor Control, Robotics, Human-Robot Interaction, Computer Vision and Machine Learning. Chapter 'The Importance of the Affective Component of Movement in Action Understanding' of this book is available open access under a CC BY 4.0 license at link.springer.com.
000938324 650_0 $$aHuman locomotion$$xComputer simulation.
000938324 650_0 $$aHuman mechanics$$xComputer simulation.
000938324 650_0 $$aHuman-robot interaction.
000938324 7001_ $$aNoceti, Nicoletta.
000938324 7001_ $$aSciuitti, Alessandra.
000938324 7001_ $$aRea, Francesco.
000938324 77608 $$iPrint version: $$z3030467317$$z9783030467319$$w(OCoLC)1147280319
000938324 852__ $$bebk
000938324 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-46732-6$$zOnline Access$$91397441.1
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