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Video Analytics for Business Intelligence

Caifeng Shan, Fatih Porikli, Tao Xiang, Shaogang Gong (Herausgeber)

Buch | Hardcover

XII, 375 Seiten

2012 | 2012
Springer Berlin (Verlag)
978-3-642-28597-4 (ISBN)

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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.

Computational Vision.- Demographics.- Behaviour Analysis.- Systems.

From the reviews:

"This book looks at video analytics techniques and provides a connection between these techniques and business intelligence applications. ... it is very well organized in terms of topics and the sequence of chapters; and it covers a very new, multidisciplinary, and active area of research, providing details that will benefit interested readers. ... Overall, this is an excellent reference for researchers and professionals interested in working in this overlapping area of video analytics and business intelligence." (Aladdin Ayesh, ACM Computing Reviews, November, 2012)

Erscheint lt. Verlag	7.4.2012
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XII, 375 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	711 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
	Technik
Schlagworte	Business Intelligence • Computational Intelligence • Computational vision • Video Analytics
ISBN-10	3-642-28597-X / 364228597X
ISBN-13	978-3-642-28597-4 / 9783642285974
Zustand	Neuware