Introduction To Intelligent Surveillance - Yan Wei Qi | Libro Springer 03/2019 - HOEPLI.it


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yan wei qi - introduction to intelligent surveillance

Introduction to Intelligent Surveillance Surveillance Data Capture, Transmission, and Analytics




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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 03/2019
Edizione: 3rd ed. 2019





Sommario

Introduction

Surveillance Data Capturing and Compression

Surveillance Data Secure Transmissions

Surveillance Data Analytics

Biometrics for Surveillance

Visual Event Computing I

Visual Event Computing II

Surveillance Alarm Making

Surveillance Computing





Trama

This practically-oriented textbook introduces the fundamentals of designing digital surveillance systems powered by intelligent computing techniques. The text offers comprehensive coverage of each aspect of the system, from camera calibration and data capture, to the secure transmission of surveillance data, in addition to the detection and recognition of individual biometric features and objects. The coverage concludes with the development of a complete system for the automated observation of the full lifecycle of a surveillance event, enhanced by the use of artificial intelligence and supercomputing technology.

This updated third edition presents an expanded focus on human behavior analysis and privacy preservation, as well as deep learning methods.

Topics and features: contains review questions and exercises in every chapter, together with a glossary; describes the essentials of implementing an intelligent surveillance system and analyzing surveillance data, including a range of biometric characteristics; examines the importance of network security and digital forensics in the communication of surveillance data, as well as issues of issues of privacy and ethics; discusses the Viola-Jones object detection method, and the HOG algorithm for pedestrian and human behavior recognition; reviews the use of artificial intelligence for automated monitoring of surveillance events, and decision-making approaches to determine the need for human intervention; presents a case study on a system that triggers an alarm when a vehicle fails to stop at a red light, and identifies the vehicle’s license plate number; investigates the use of cutting-edge supercomputing technologies for digital surveillance, such as FPGA, GPU and parallel computing.

This concise and accessible work serves as a classroom-tested textbook for graduate-level courses on intelligent surveillance. Researchers and engineers interested in entering this area will also find the book suitable as a helpful self-study reference.





Autore

Dr. Wei Qi Yan is an Associate Professor in the Department of Computer Science at Auckland University of Technology, New Zealand. His other publications include the Springer title Visual Cryptography for Image Processing and Security.








Altre Informazioni

ISBN:

9783030107123

Condizione: Nuovo
Collana: Texts in Computer Science
Dimensioni: 235 x 155 mm Ø 524 gr
Formato: Copertina rigida
Illustration Notes:19 Illustrations, black and white
Pagine Arabe: 222
Pagine Romane: xiii






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