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Books > Computing & IT > Computer communications & networking > Network security
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Introduction to Intelligent Surveillance - Surveillance Data Capture, Transmission, and Analytics (Hardcover, 3rd ed. 2019)
Loot Price: R1,781
Discovery Miles 17 810
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Introduction to Intelligent Surveillance - Surveillance Data Capture, Transmission, and Analytics (Hardcover, 3rd ed. 2019)
Series: Texts in Computer Science
Expected to ship within 10 - 15 working days
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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.
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