Intelligent Video Surveillance Systems

Автор: Jean-Yves Dufour

Език:

Корици: С твърди корици

Издател: ISTE Ltd and John Wiley & Sons Inc

Наличност: Външен склад в ограничено количество

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Belonging to the wider academic field of computer vision, video analytics has aroused a phenomenal s...

Информация за книгата

Автор

Jean-Yves Dufour

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2012

страници

340

EAN

9781848214330

ISBN

1848214332

Enbook ID

05103681

Издател

ISTE Ltd and John Wiley & Sons Inc

Теглоt

664

Размери

163 x 239 x 26

Пълно описание

Belonging to the wider academic field of computer vision, video analytics has aroused a phenomenal surge of interest since the current millennium. Video analytics is intended to solve the problem of the incapability of exploiting video streams in real time for the purpose of detection or anticipation. It involves analyzing the videos using algorithms that detect and track objects of interest over time and that indicate the presence of events or suspect behavior involving these objects. The aims of this book are to highlight the operational attempts of video analytics, to identify possible driving forces behind potential evolutions in years to come, and above all to present the state of the art and the technological hurdles which have yet to be overcome. The need for video surveillance is introduced through two major applications (the security of rail transportation systems and a posteriori investigation). The characteristics of the videos considered are presented through the cameras which enable capture and the compression methods which allow us to transport and store them. Technical topics are then discussed -- the analysis of objects of interest (detection, tracking and recognition), "high-level" video analysis, which aims to give a semantic interpretation of the observed scene (events, behaviors, types of content). The book concludes with the problem of performance evaluation.

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