A scientometric analysis and critical review of computer vision applications for construction
Sign Up to like & getrecommendations! Published in 2019 at "Automation in Construction"
DOI: 10.1016/j.autcon.2019.102947
Abstract: Abstract Practical interest in ‘computer vision’ has risen remarkably over the last 20 years, transforming the current state of construction-related research and attracting the worldwide attention of scholars and practitioners. This study conducts a scientometric review… read more here.
Keywords: construction; vision applications; research; computer vision ... See more keywords
Machine Vision applications in a Learning Factory
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DOI: 10.1016/j.promfg.2020.04.069
Abstract: Abstract Machine vision has seen an increasing potential for adoption in manufacturing due to increasing technology performance and decreasing costs. In this scenario, a demonstrator in a Learning Factory may support industry assessment and students’… read more here.
Keywords: machine vision; learning factory; vision applications;
Performance Analysis of Container Technologies for Computer Vision Applications on Edge Devices
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DOI: 10.1109/access.2024.3376570
Abstract: In the dynamic realm of technology, various container technologies offer efficient deployment and resource utilization in edge devices. However, limited research has explored how various container technologies perform in specific domains. In response, this paper… read more here.
Keywords: container technologies; vision applications; edge devices; computer vision ... See more keywords
Task Partitioning and Orchestration on Heterogeneous Edge Platforms: The Case of Vision Applications
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DOI: 10.1109/jiot.2022.3153970
Abstract: Running computer vision applications, such as 3-D simultaneous localization and mapping (SLAM), on mobile devices requires low-latency responses and a massive amount of computation. Edge computing has been introduced to move Cloud features closer to… read more here.
Keywords: heterogeneous edge; cost; edge; latency ... See more keywords
Image-Scaling Attack on Image Signal Processing Pipelines in Deep Neural Networks-Based Outdoor Vision Applications
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2024.3413720
Abstract: Adversarial attacks pose a potential threat to the deployment of deep neural networks (DNNs) on the consumer electronic (CE) devices for outdoor use (e.g., face recognition and fire monitoring). Generally, most of the DNN-based CE… read more here.
Keywords: image; vision applications; isp pipeline; gradient information ... See more keywords