Background Modeling and Foreground Detection for Video Surveillance

ISBN-13: 9780367659110 / Angielski / Miękka / 2020 / 631 str.

Thierry Bouwmans; Fatih Porikli; Benjamin Höferlin

Opis

This book provides a complete overview of the concepts, algorithms, and applications related to background modeling and foreground detection. It presents the top methods and algorithms for detecting moving objects in video surveillance. It covers statistical models, clustering models, neural networks, and fuzzy models. The book also addresses se

Recenzje

"… a very interesting, extensive, and up-to-date book about various aspects related to background subtraction for video surveillance systems. It successfully provides a complete overview and an in-depth view… an absolute ‘must-read book’ for people working in this domain."
—Computing Reviews, June 2015

Spis treści

Introduction and Background. Traditional and Recent Models. Applications in Video Surveillance. Sensors, Hardware, and Implementations. Benchmarking and Evaluation. Index.

O autorze

Thierry Bouwmans, Fatih Porikli, Benjamin Höferlin, Antoine Vacavant