Intelligent Video Surveillance

The goal of Intelligent video surveillance systems is to efficiently extract useful information from a considerable number of videos collected by surveillance cameras by automatically detecting, tracking and recognizing objects of interest, and understanding and analyzing their activities. Video sur...

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Формат: Online
Язык:английский
Опубликовано: IntechOpen 2023
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Online-ссылка:ONIX_20231201_9781789850284_1844
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collection Directory of Open Access Books
description The goal of Intelligent video surveillance systems is to efficiently extract useful information from a considerable number of videos collected by surveillance cameras by automatically detecting, tracking and recognizing objects of interest, and understanding and analyzing their activities. Video surveillance has a huge amount of applications, from public to private places. These applications require monitoring indoor and outdoor scenes. Nowadays, there are a considerable number of digital surveillance cameras collecting a huge amount of data on a daily basis. Researchers are urged to develop intelligent systems to efficiently extract and visualize useful information from this big data source. The exponential effort on the development of new algorithms and systems for video surveillance is confirmed by the amount of effort invested in projects and companies, the creation on new startups worldwide and, not less important, in the quantity and quality of the manuscripts published in a considerable number of journals and conferences worldwide. This book is an outcome of research done by several researchers who have highly contributed to the field of Video Surveillance. The main goal is to present recent advances in this important topic for the Image Processing community.
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language eng
publishDate 2023
publishDateRange 2023
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publisher IntechOpen
publisherStr IntechOpen
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spelling doab-20.500.12854ir-1307352024-04-14T10:29:17Z Intelligent Video Surveillance Neves, António J. R. kalman filter, feature extraction, face recognition, computer vision, smart cities, deep neural networks thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGK 3D graphics and modelling The goal of Intelligent video surveillance systems is to efficiently extract useful information from a considerable number of videos collected by surveillance cameras by automatically detecting, tracking and recognizing objects of interest, and understanding and analyzing their activities. Video surveillance has a huge amount of applications, from public to private places. These applications require monitoring indoor and outdoor scenes. Nowadays, there are a considerable number of digital surveillance cameras collecting a huge amount of data on a daily basis. Researchers are urged to develop intelligent systems to efficiently extract and visualize useful information from this big data source. The exponential effort on the development of new algorithms and systems for video surveillance is confirmed by the amount of effort invested in projects and companies, the creation on new startups worldwide and, not less important, in the quantity and quality of the manuscripts published in a considerable number of journals and conferences worldwide. This book is an outcome of research done by several researchers who have highly contributed to the field of Video Surveillance. The main goal is to present recent advances in this important topic for the Image Processing community. 2023-12-01T18:11:04Z 2023-12-01T18:11:04Z 2019 book ONIX_20231201_9781789850284_1844 9781789850284 9781789850277 9781839620768 https://directory.doabooks.org/handle/20.500.12854/130735 eng image/jpeg n/a https://www.intechopen.com/books/6571 https://mts.intechopen.com/storage/books/6571/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/intechopen.71342 10.5772/intechopen.71342 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9781789850284 9781789850277 9781839620768 IntechOpen 166 open access
spellingShingle kalman filter, feature extraction, face recognition, computer vision, smart cities, deep neural networks
thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGK 3D graphics and modelling
Intelligent Video Surveillance
title Intelligent Video Surveillance
title_full Intelligent Video Surveillance
title_fullStr Intelligent Video Surveillance
title_full_unstemmed Intelligent Video Surveillance
title_short Intelligent Video Surveillance
title_sort intelligent video surveillance
topic kalman filter, feature extraction, face recognition, computer vision, smart cities, deep neural networks
thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGK 3D graphics and modelling
topic_facet kalman filter, feature extraction, face recognition, computer vision, smart cities, deep neural networks
thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGK 3D graphics and modelling
url ONIX_20231201_9781789850284_1844