Cantitate/Preț
Produs

Background Modeling and Foreground Detection for Video Surveillance

Editat de Thierry Bouwmans, Fatih Porikli, Benjamin Höferlin, Antoine Vacavant
en Limba Engleză Paperback – 30 sep 2020
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.
Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (1) 32048 lei  6-8 săpt.
  CRC Press – 30 sep 2020 32048 lei  6-8 săpt.
Hardback (1) 79521 lei  6-8 săpt.
  CRC Press – 25 iul 2014 79521 lei  6-8 săpt.

Preț: 32048 lei

Preț vechi: 34159 lei
-6% Nou

Puncte Express: 481

Preț estimativ în valută:
6134 6376$ 5081£

Carte tipărită la comandă

Livrare economică 04-18 februarie 25

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9780367659110
ISBN-10: 0367659115
Pagini: 631
Dimensiuni: 178 x 254 x 33 mm
Greutate: 1.17 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC

Cuprins

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

Recenzii

"… 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


Notă biografică

Thierry Bouwmans, Fatih Porikli, Benjamin Höferlin, Antoine Vacavant

Descriere

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