Introduction to Intelligent Surveillance: Surveillance Data Capture, Transmission, and Analytics, 3rd editionКНИГИ » АППАРАТУРА
Название: Introduction to Intelligent Surveillance: Surveillance Data Capture, Transmission, and Analytics, 3rd edition Автор: Wei Qi Yan Издательство: Springer ISBN: 3030107124 Год: 2019 Страниц: 229 Язык: английский Формат: pdf (true), epub Размер: 81.1 MB
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 (AI) 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.
Contents: 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
Скачать Introduction to Intelligent Surveillance: Surveillance Data Capture, Transmission, and Analytics, 3rd edition
Handbook on Soft Computing for Video Surveillance Название: Handbook on Soft Computing for Video Surveillance Автор: Sankar K. Pal, Alfredo Petrosino, Lucia Maddalena Издательство: CRC Press Год:...
Robot Intelligence Technology and Applications 5 Название: Robot Intelligence Technology and Applications 5: Results from the 5th International Conference on Robot Intelligence Technology and...
Навигация
Вход на сайт
Реклама
Introduction to Intelligent Surveillance: Surveillance Data Capture, Transmission, and Analytics, 3rd edition 
