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Surveillance Data Capture, Transmission, and Analytics (Epub & Pdf)

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Introduction to Intelligent Surveillance: Surveillance Data Capture, Transmission, and Analytics by Wei Qi Yan Details

This textbook / accessible reference reviews the basic concepts and practical issues involved in designing digital surveillance systems that fully exploit the power of intelligent computing technologies. The book provides…

Introduction to Intelligent Surveillance synopsis

This textbook / accessible reference reviews the basic concepts and practical issues involved in designing digital surveillance systems that fully exploit the power of intelligent computing technologies. The book provides comprehensive coverage of all aspects of these systems, from camera calibration and data capture, to the safe transfer of surveillance data.

In addition to detecting and recognizing objects and biometric measurement features, the text also examines automatic observation of control events, and how this can be improved through the use of deep learning techniques and supercomputing technology. This new, updated edition features extensive coverage for face detection, pedestrian detection and privacy protection for intelligent surveillance. Features and features: Includes review and exercise questions in each chapter, as well as glossary of terms.

Describes the basics of implementing an intelligent control and monitoring data analysis system, including a set of biometric features; examines the importance of network security and digital forensics in the transmission of surveillance data, as well as issues of privacy and ethics; discusses the discovery of the Viola-Jones object and the HOG algorithm for pedestrian behavior Review of the use of artificial intelligence in automated monitoring of control events and decision-making approaches to identify the need for human intervention; a case study on a warning system when the vehicle stops at red light and determines the license plate number; For ultra-sophisticated digital surveillance, such as FPGA, GPU and parallel computing. This selected textbook, which was tested in the semester, is ideal for undergraduate and postgraduate courses on smart observation.

Researchers interested in entering this field will find the book suitable as a useful reference for self-study.



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