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Context-Aware Plug and Produce for Robotic Aerospace Assembly 用于航天机器人装配的环境感知插头和生产
Pub Date : 2020-12-14 DOI: 10.1007/978-3-030-72632-4_13
D. Sanderson, E. Shires, J. Chaplin, Harvey Brookes, A. Liaqat, S. Ratchev
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引用次数: 3
Correction to: Hybrid Data-Driven and Physics-Based Modelling for Prescriptive Maintenance of Gas-Turbine Power Plant 修正:燃气轮机电厂规范维护的混合数据驱动和基于物理的建模
Pub Date : 2020-02-28 DOI: 10.1007/978-3-030-42250-9_39
S. Nikolaev, Sergei D. Belov, M. Gusev, Ighor K. Uzhinsky
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引用次数: 0
Correction to: A Framework for Understanding the Empowerment Effects of Telecentres on Rural Communities in Developing Countries 更正:理解远程中心对发展中国家农村社区赋权效果的框架
Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-18400-1_64
Sellina Khumbo Kapondera, Roberta Bernardi, N. Panteli
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引用次数: 0
Correction to: Technology Strategy by TRIZ Tools for Eco-Aircare Solution 修正:TRIZ工具为生态空气护理解决方案制定的技术策略
Pub Date : 2019-10-09 DOI: 10.1007/978-3-030-32497-1_42
Gukhyun Cho, Ahreum Lee, Jungin Kim, W. Jeong, Youshin Han
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引用次数: 0
Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language. 实时手部运动轨迹跟踪,加强对英国手语老年聋人的痴呆症筛查。
Pub Date : 2019-08-01 Epub Date: 2019-08-23 DOI: 10.1007/978-3-030-29726-8_24
Xing Liang, Epaminondas Kapetanios, Bencie Woll, Anastassia Angelopoulou

Real time hand movement trajectory tracking based on machine learning approaches may assist the early identification of dementia in ageing Deaf individuals who are users of British Sign Language (BSL), since there are few clinicians with appropriate communication skills, and a shortage of sign language interpreters. Unlike other computer vision systems used in dementia stage assessment such as RGBD video with the aid of depth camera, activities of daily living (ADL) monitored by information and communication technologies (ICT) facilities, or X-Ray, computed tomography (CT), and magnetic resonance imaging (MRI) images fed to machine learning algorithms, the system developed here focuses on analysing the sign language space envelope (sign trajectories/depth/speed) and facial expression of deaf individuals, using normal 2D videos. In this work, we are interested in providing a more accurate segmentation of objects of interest in relation to the background, so that accurate real-time hand trajectories (path of the trajectory and speed) can be achieved. The paper presents and evaluates two types of hand movement trajectory models. In the first model, the hand sign trajectory is tracked by implementing skin colour segmentation. In the second model, the hand sign trajectory is tracked using Part Affinity Fields based on the OpenPose Skeleton Model [1, 2]. Comparisons of results between the two different models demonstrate that the second model provides enhanced improvements in terms of tracking accuracy and robustness of tracking. The pattern differences in facial and trajectory motion data achieved from the presented models will be beneficial not only for screening of deaf individuals for dementia, but also for assessment of other acquired neurological impairments associated with motor changes, for example, stroke and Parkinson's disease.

基于机器学习方法的实时手部运动轨迹跟踪可帮助使用英国手语(BSL)的老年聋人早期识别痴呆症,因为具备适当沟通技能的临床医生很少,手语翻译人员也很缺乏。与其他用于痴呆症阶段评估的计算机视觉系统(如借助深度摄像头的 RGBD 视频、由信息和通信技术(ICT)设施监控的日常生活活动(ADL),或输入机器学习算法的 X 射线、计算机断层扫描(CT)和磁共振成像(MRI)图像)不同,这里开发的系统侧重于使用普通 2D 视频分析聋人的手语空间包络(手语轨迹/深度/速度)和面部表情。在这项工作中,我们感兴趣的是更准确地分割与背景相关的感兴趣对象,从而实现准确的实时手部轨迹(轨迹路径和速度)。本文介绍并评估了两种手部运动轨迹模型。在第一种模型中,通过肤色分割来跟踪手势轨迹。在第二种模型中,使用基于 OpenPose 骨架模型 [1, 2] 的部分亲和场来跟踪手势轨迹。对两种不同模型的结果进行比较后发现,第二种模型在跟踪精度和鲁棒性方面都有更大的改进。通过所介绍的模型获得的面部和轨迹运动数据的模式差异不仅有利于筛查聋人痴呆症,还有利于评估与运动变化相关的其他后天神经损伤,例如中风和帕金森病。
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引用次数: 0
Correction to: Integration of Renewable Energy in Markets: Analysis of Key European and American Electricity Markets 更正:可再生能源在市场中的整合:对欧洲和美国主要电力市场的分析
Pub Date : 2019-05-08 DOI: 10.1007/978-3-030-17771-3_37
H. Algarvio, F. Lopes, J. Santana
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引用次数: 0
Technological Innovation for Industry and Service Systems 工业和服务系统的技术创新
Pub Date : 2019-01-01 DOI: 10.1007/978-3-030-17771-3
L. Camarinha-Matos, Ricardo L. Almeida, J. Oliveira
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引用次数: 9
Information and Communication Technologies for Development. Strengthening Southern-Driven Cooperation as a Catalyst for ICT4D 信息和通信技术促进发展。加强南方合作,促进ICT4D发展
Pub Date : 2019-01-01 DOI: 10.1007/978-3-030-19115-3
C. Kimaro
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引用次数: 61
Artificial Intelligence Applications and Innovations 人工智能应用与创新
Pub Date : 2019-01-01 DOI: 10.1007/978-3-030-19909-8
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引用次数: 1
ICT Systems Security and Privacy Protection 信息通信技术系统安全和隐私保护
Pub Date : 2019-01-01 DOI: 10.1007/978-3-030-22312-0
G. Dhillon, F. Karlsson, Karin Hedström, A. Zúquete
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引用次数: 2
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IFIP advances in information and communication technology
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