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Titlebook: Visual Perception for Humanoid Robots; Environmental Recogn David Israel González Aguirre Book 2019 Springer Nature Switzerland AG 2019 Cog

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發(fā)表于 2025-3-21 16:28:55 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Visual Perception for Humanoid Robots
副標(biāo)題Environmental Recogn
編輯David Israel González Aguirre
視頻videohttp://file.papertrans.cn/984/983764/983764.mp4
概述Presents recent research on environmental visual perception for humanoid robots.Includes models and applications.Provides an overview of model-based environmental visual perception for humanoid robots
叢書名稱Cognitive Systems Monographs
圖書封面Titlebook: Visual Perception for Humanoid Robots; Environmental Recogn David Israel González Aguirre Book 2019 Springer Nature Switzerland AG 2019 Cog
描述This book provides an overview of model-based environmental visual perception for humanoid robots. The visual perception of a humanoid robot creates a?.bidirectional bridge.?connecting sensor signals with internal representations of environmental objects. The objective of such perception systems is to answer two fundamental questions:?.What & where is it?.?To answer these questions using a?.sensor-to-representation bridge., coordinated processes are conducted to extract and exploit cues matching robot’s mental representations to physical entities. These include sensor & actuator modeling, calibration, filtering, and feature extraction for state estimation. This book discusses the following topics in depth:.?.??????.Active Sensing.: Robust probabilistic methods for optimal, high dynamic range image acquisition are suitable for use with inexpensive cameras. This enables ideal sensing in arbitrary environmental conditions encountered in human-centric spaces. The book quantitatively shows the importance of equipping robots with dependable visual sensing.?.??????.Feature Extraction & Recognition.: Parameter-free, edge extraction methods based on structural graphs enable the representati
出版日期Book 2019
關(guān)鍵詞Cognitive Systems; Computational Intelligence; Environmental Visual Perception; Humanoid Robots; Intelli
版次1
doihttps://doi.org/10.1007/978-3-319-97841-3
isbn_softcover978-3-030-07415-9
isbn_ebook978-3-319-97841-3Series ISSN 1867-4925 Series E-ISSN 1867-4933
issn_series 1867-4925
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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發(fā)表于 2025-3-21 21:08:17 | 只看該作者
Book 2019bitrary environmental conditions encountered in human-centric spaces. The book quantitatively shows the importance of equipping robots with dependable visual sensing.?.??????.Feature Extraction & Recognition.: Parameter-free, edge extraction methods based on structural graphs enable the representati
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發(fā)表于 2025-3-22 02:49:08 | 只看該作者
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發(fā)表于 2025-3-22 09:30:20 | 只看該作者
David Israel González Aguirreety analysis for scenario identification, and scenario-based simulation with sensor attack models embedded. Given an autonomous system model, we identify hazard scenarios caused by sensor attacks, and evaluate the performance limitations in the scenarios. We report on a prototype simulator for auton
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發(fā)表于 2025-3-22 13:35:08 | 只看該作者
David Israel González Aguirrethe smallest set of patterns that can cover the available system artifacts. For this, we utilize the ontology graphs of the system artifacts and the patterns and perform graph analytics. The selected patterns are fed into an external instantiation function to develop an assurance case. Then, they ar
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發(fā)表于 2025-3-23 00:48:57 | 只看該作者
David Israel González Aguirree used in order to both increase safety and reliability of a neural network in a medical device. We use a combination of online and offline tests to detect undesired behavior. Online tests are performed in regular intervals during therapy and offline tests are performed when the device is not perfor
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發(fā)表于 2025-3-23 02:43:07 | 只看該作者
David Israel González Aguirrems across the borders of di?erent application domains and technologies. The SAFECOMP 2006 program re?ected in this book included 32 papers selected from 101 submissions of full texts. The submissions came from authors representing 26 di?erent countries from Europe, Asia, and North and South America.
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發(fā)表于 2025-3-23 09:07:33 | 只看該作者
David Israel González Aguirrere and methods to ensure the accuracy of models derived from sensors whose interpretation uses AI and ML. Rather than derive the model from sensors bottom-up, we reverse the process and use the model to predict sensor interpretation. Small prediction errors indicate the world is evolving as expected
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