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Background Modeling and Foreground Detection for Video Surveillance by Benjamin Hoeferlin, Antoine Vacavant, Fatih Porikli, Thierry Bouwmans (Hardcover, 2014)

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Product Information

Background modeling and foreground detection are important steps in video processing used to detect robustly moving objects in challenging environments. This requires effective methods for dealing with dynamic backgrounds and illumination changes as well as algorithms that must meet real-time and low memory requirements. Incorporating both established and new ideas, Background Modeling and Foreground Detection for Video Surveillance provides a complete overview of the concepts, algorithms, and applications related to background modeling and foreground detection. Leaders in the field address a wide range of challenges, including camera jitter and background subtraction. The book presents the top methods and algorithms for detecting moving objects in video surveillance. It covers statistical models, clustering models, neural networks, and fuzzy models. It also addresses sensors, hardware, and implementation issues and discusses the resources and datasets required for evaluating and comparing background subtraction algorithms. The datasets and codes used in the text, along with links to software demonstrations, are available on the book's website. A one-stop resource on up-to-date models, algorithms, implementations, and benchmarking techniques, this book helps researchers and industry developers understand how to apply background models and foreground detection methods to video surveillance and related areas, such as optical motion capture, multimedia applications, teleconferencing, video editing, and human-computer interfaces. It can also be used in graduate courses on computer vision, image processing, real-time architecture, machine learning, or data mining.

Product Identifiers

Publisher
Apple Academic Press Inc.
ISBN-13
9781482205374
eBay Product ID (ePID)
208882583

Product Key Features

Author
Benjamin Hoeferlin, Antoine Vacavant, Fatih Porikli, Thierry Bouwmans
Publication Name
Background Modeling and Foreground Detection for Video Surveillance
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2014
Type
Textbook
Number of Pages
631 Pages

Dimensions

Item Height
254mm
Item Width
178mm
Item Weight
1293g

Additional Product Features

Country/Region of Manufacture
Canada
Editor
Fatih Porikli, Thierry Bouwmans, Benjamin Hoeferlin, Antoine Vacavant

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Background Modeling and Foreground Detection for Video Surveillance by Benjamin Hoeferlin, Antoine Vacavant, Fatih Porikli, Thierry Bouwmans (Hardcover, 2014)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Maps of Meaning: The Architecture of Belief by Jordan B. Peterson (1999, Paperback)

Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)

Silent Spring by Rachel Carson (Paperback, 2000)

Understanding and Treating Chronic Shame: Healing Right Brain Relational Trauma by Patricia A. DeYoung (Paperback, 2021)

Time Management by Peter Quarry (Paperback, 1986)

Save on Adult Learning & University

The Australian Native Bee Hive Book: Keeping Stingless Sugarbag OATH Tim Heard

Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by A

Netter Atlas of Human Anatomy: Classic Regional Approach

George Hrabovsky Leonard Susskind Classical Mechanics (Paperback)

Havard's Nursing Guide to Drugs

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