Books > Computing & IT > Internet > Network computers
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Introduction to Intelligent Surveillance - Surveillance Data Capture, Transmission, and Analytics (Hardcover, 2nd ed. 2017)
Loot Price: R1,592
Discovery Miles 15 920
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Introduction to Intelligent Surveillance - Surveillance Data Capture, Transmission, and Analytics (Hardcover, 2nd ed. 2017)
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This accessible textbook/reference reviews the fundamental concepts
and practical issues involved in designing digital surveillance
systems that fully exploit the power of intelligent computing
techniques. The book presents comprehensive coverage of all aspects
of such systems, from camera calibration and data capture, to the
secure transmission of surveillance data. In addition to the
detection and recognition of objects and biometric features, the
text also examines the automated observation of surveillance
events, and how this can be enhanced through the use of deep
learning methods and supercomputing technology. This updated new
edition features extended coverage on face detection, pedestrian
detection and privacy preservation for intelligent surveillance.
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,
classroom-tested textbook is ideal for undergraduate and
postgraduate-level courses on intelligent surveillance. Researchers
interested in entering this area will also find the book suitable
as a helpful self-study reference.
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