Video Analytics for Business Intelligence

Closed Circuit TeleVision (CCTV) cameras have been increasingly deployed pervasively in public spaces including retail centres and shopping malls. Intelligent video analytics aims to automatically analyze content of massive amount of public space video data and has been one of the most active areas...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Shan, Caifeng (Επιμελητής έκδοσης), Porikli, Fatih (Επιμελητής έκδοσης), Xiang, Tao (Επιμελητής έκδοσης), Gong, Shaogang (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
Σειρά:Studies in Computational Intelligence, 409
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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024 7 |a 10.1007/978-3-642-28598-1  |2 doi 
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245 1 0 |a Video Analytics for Business Intelligence  |h [electronic resource] /  |c edited by Caifeng Shan, Fatih Porikli, Tao Xiang, Shaogang Gong. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2012. 
300 |a XII, 376 p. 170 illus., 154 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
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490 1 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 409 
505 0 |a Computational Vision -- Demographics -- Behaviour Analysis -- Systems. 
520 |a Closed Circuit TeleVision (CCTV) cameras have been increasingly deployed pervasively in public spaces including retail centres and shopping malls. Intelligent video analytics aims to automatically analyze content of massive amount of public space video data and has been one of the most active areas of computer vision research in the last two decades. Current focus of video analytics research has been largely on detecting alarm events and abnormal behaviours for public safety and security applications. However, increasingly CCTV installations have also been exploited for gathering and analyzing business intelligence information, in order to enhance marketing and operational efficiency. For example, in retail environments, surveillance cameras can be utilised to collect statistical information about shopping behaviour and preference for marketing (e.g., how many people entered a shop; how many females/males or which age groups of people showed interests to a particular product; how long did they stay in the shop; and what are the frequent paths), and to measure operational efficiency for improving customer experience. Video analytics has the enormous potential for non-security oriented commercial applications. This book presents the latest developments on video analytics for business intelligence applications. It provides both academic and commercial practitioners an understanding of the state-of-the-art and a resource for potential applications and successful practice. 
650 0 |a Engineering. 
650 0 |a Information technology. 
650 0 |a Business  |x Data processing. 
650 0 |a Artificial intelligence. 
650 0 |a Image processing. 
650 0 |a Computational intelligence. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a IT in Business. 
650 2 4 |a Image Processing and Computer Vision. 
700 1 |a Shan, Caifeng.  |e editor. 
700 1 |a Porikli, Fatih.  |e editor. 
700 1 |a Xiang, Tao.  |e editor. 
700 1 |a Gong, Shaogang.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642285974 
830 0 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 409 
856 4 0 |u http://dx.doi.org/10.1007/978-3-642-28598-1  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)