Introduction to Intelligent Surveillance

Surveillance Data Capture, Transmission, and Analytics

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Artificial Intelligence, General Computing
Cover of the book Introduction to Intelligent Surveillance by Wei Qi Yan, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Wei Qi Yan ISBN: 9783030107130
Publisher: Springer International Publishing Publication: February 21, 2019
Imprint: Springer Language: English
Author: Wei Qi Yan
ISBN: 9783030107130
Publisher: Springer International Publishing
Publication: February 21, 2019
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Distributed Computing in Big Data Analytics by Wei Qi Yan
Cover of the book Speech and Computer by Wei Qi Yan
Cover of the book Computer Vision, Imaging and Computer Graphics Theory and Applications by Wei Qi Yan
Cover of the book Secure IT Systems by Wei Qi Yan
Cover of the book Geography of Small Islands by Wei Qi Yan
Cover of the book Indirect Reports and Pragmatics by Wei Qi Yan
Cover of the book Exclusive Use in an Inclusive Environment by Wei Qi Yan
Cover of the book Brand Hate by Wei Qi Yan
Cover of the book Decision Support Systems V – Big Data Analytics for Decision Making by Wei Qi Yan
Cover of the book Springer Handbook of Electronic and Photonic Materials by Wei Qi Yan
Cover of the book Regenerative and Positive Impact Architecture by Wei Qi Yan
Cover of the book Fault Diagnosis and Fault-Tolerant Control Based on Adaptive Control Approach by Wei Qi Yan
Cover of the book Voting Experiments by Wei Qi Yan
Cover of the book One Hundred Prisoners and a Light Bulb by Wei Qi Yan
Cover of the book Nanotechnology: Applications in Energy, Drug and Food by Wei Qi Yan
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy