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Titlebook: Human Behavior Understanding in Networked Sensing; Theory and Applicati Paolo Spagnolo,Pier Luigi Mazzeo,Cosimo Distante Book 2014 Springer

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发表于 2025-3-21 17:16:14 | 显示全部楼层 |阅读模式
书目名称Human Behavior Understanding in Networked Sensing
副标题Theory and Applicati
编辑Paolo Spagnolo,Pier Luigi Mazzeo,Cosimo Distante
视频video
概述Highly interdisciplinary in scope, bridging computer vision, networked embedded sensing and artificial intelligence.Explores both technical challenges in sensor network development, and real-world app
图书封面Titlebook: Human Behavior Understanding in Networked Sensing; Theory and Applicati Paolo Spagnolo,Pier Luigi Mazzeo,Cosimo Distante Book 2014 Springer
描述This book provides a broad overview of both the technical challenges in sensor network development, and the real-world applications of distributed sensing. Important aspects of distributed computing in large-scale networked sensor systems are analyzed in the context of human behavior understanding, including topics on systems design tools and techniques. Additionally, the book examines a varied range of applications. Features: contains valuable contributions from an international selection of leading experts in the field; presents a high-level introduction to the aims and motivations underpinning distributed sensing; describes decision-making algorithms in the presence of complex sensor networks; provides a detailed analysis of the design, implementation, and development of a distributed network of homogeneous or heterogeneous sensors; reviews the application of distributed sensing to human behavior understanding and autonomous intelligent vehicles; includes a helpful glossary and a list of acronyms.
出版日期Book 2014
关键词Distributed Sensing; Forest of Sensors; Multi-Camera Applications; Multi-View Tracking; Sensor Informati
版次1
doihttps://doi.org/10.1007/978-3-319-10807-0
isbn_softcover978-3-319-35843-7
isbn_ebook978-3-319-10807-0
copyrightSpringer International Publishing Switzerland 2014
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challenges in sensor network development, and real-world appThis book provides a broad overview of both the technical challenges in sensor network development, and the real-world applications of distributed sensing. Important aspects of distributed computing in large-scale networked sensor systems a
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2D Human Pose Estimation and Tracking in Non-overlapping Camerash in parameter space. Secondly, we devise a PCA based Pose Validation strategy to prune out anatomically incorrect hypotheses. Thirdly, we propose to incorporate articulation constraints while keeping the problem tractable. Finally, we enable view-invariance through the fusion of only two pose detectors and an articulated skeleton tracker.
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Exploiting Crowd Synthesis for Multi-camera Human Trackingce is evaluated by multiple object tracking precision and accuracy criteria based on the position of each pedestrian on the ground plane. It is demonstrated that the information from crowd synthesis can provide significant advantage for tracking multiple pedestrians through multiple cameras.
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