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Privacy-Respecting Smart Video Surveillance Based on Usage Control Enforcement

2016-08-24 Electronic computers. Computer science
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Release : 2016-08-24
Genre : Electronic computers. Computer science
Kind : eBook
Book Rating : 38X/5 ( reviews)

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Book Synopsis Privacy-Respecting Smart Video Surveillance Based on Usage Control Enforcement by : Birnstill, Pascal

Download or read book Privacy-Respecting Smart Video Surveillance Based on Usage Control Enforcement written by Birnstill, Pascal. This book was released on 2016-08-24. Available in PDF, EPUB and Kindle. Book excerpt: This research introduces a conceptual framework for enforcing privacy-related restrictions in smart video surveillance systems based on danger levels and incident types to be handled. It increases the selectivity of surveillance by restricting data processing to individuals associated to incidents under investigation. Constraints are enforced by usage control, which is instantiated for video surveillance for the first time and enables tailoring such systems to comply with data protection law.

Privacy-Respecting Smart Video Surveillance Based on Usage Control Enforcement

2020-10-09 Technology & Engineering
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Release : 2020-10-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 863/5 ( reviews)

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Book Synopsis Privacy-Respecting Smart Video Surveillance Based on Usage Control Enforcement by : Pascal Birnstill

Download or read book Privacy-Respecting Smart Video Surveillance Based on Usage Control Enforcement written by Pascal Birnstill. This book was released on 2020-10-09. Available in PDF, EPUB and Kindle. Book excerpt: This research introduces a conceptual framework for enforcing privacy-related restrictions in smart video surveillance systems based on danger levels and incident types to be handled. It increases the selectivity of surveillance by restricting data processing to individuals associated to incidents under investigation. Constraints are enforced by usage control, which is instantiated for video surveillance for the first time and enables tailoring such systems to comply with data protection law. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking

2018-08-10 Electronic computers. Computer science
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Release : 2018-08-10
Genre : Electronic computers. Computer science
Kind : eBook
Book Rating : 811/5 ( reviews)

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Book Synopsis Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking by : Grinberg, Michael

Download or read book Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking written by Grinberg, Michael. This book was released on 2018-08-10. Available in PDF, EPUB and Kindle. Book excerpt: This work proposes a feature-based probabilistic data association and tracking approach (FBPDATA) for multi-object tracking. FBPDATA is based on re-identification and tracking of individual video image points (feature points) and aims at solving the problems of partial, split (fragmented), bloated or missed detections, which are due to sensory or algorithmic restrictions, limited field of view of the sensors, as well as occlusion situations.

Video-to-Video Face Recognition for Low-Quality Surveillance Data

2018-08-03 Electronic computers. Computer science
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Release : 2018-08-03
Genre : Electronic computers. Computer science
Kind : eBook
Book Rating : 994/5 ( reviews)

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Book Synopsis Video-to-Video Face Recognition for Low-Quality Surveillance Data by : Herrmann, Christian

Download or read book Video-to-Video Face Recognition for Low-Quality Surveillance Data written by Herrmann, Christian. This book was released on 2018-08-03. Available in PDF, EPUB and Kindle. Book excerpt: The availability of video data is an opportunity and a challenge for law enforcement agencies. Face recognition methods can play a key role in the automated search for persons in the data. This work targets efficient representations of low-quality face sequences to enable fast and accurate face search. Novel concepts for multi-scale analysis, dataset augmentation, CNN loss function, and sequence description lead to improvements over state-of-the-art methods on surveillance video footage.

World Modeling for Intelligent Autonomous Systems

2017-10-19 Electronic computers. Computer science
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Release : 2017-10-19
Genre : Electronic computers. Computer science
Kind : eBook
Book Rating : 416/5 ( reviews)

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Book Synopsis World Modeling for Intelligent Autonomous Systems by : Belkin, Andrey

Download or read book World Modeling for Intelligent Autonomous Systems written by Belkin, Andrey. This book was released on 2017-10-19. Available in PDF, EPUB and Kindle. Book excerpt: The functioning of intelligent autonomous systems requires constant situation awareness and cognition analysis. Thus, it needs a memory structure that contains a description of the surrounding environment (world model) and serves as a central information hub. This book presents a row of theoretical and experimental results in the field of world modeling. This includes areas of dynamic and prior knowledge modeling, information fusion, management and qualitative/quantitative information analysis.

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