{"product_id":"introduction-to-intelligent-surveillance-surveillance-data-capture-transmission-and-analytics-9783030107123","title":"Introduction to Intelligent Surveillance: Surveillance Data Capture, Transmission, and Analytics","description":"\u003cp\u003e • Author(s): Wei Qi Yan\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e \u003cp\u003eThis updated third edition presents an expanded focus on human behavior analysis and privacy preservation, as well as deep learning methods.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eTopics and features: \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eContains review questions and exercises in every chapter, together with a glossary\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDescribes the essentials of implementing an intelligent surveillance system and analyzing surveillance data, including a range of biometric characteristics\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eExamines the importance of network security and digital forensics in the communication of surveillance data, as well as issues of issues of privacy and ethics\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDiscusses the Viola-Jones object detection method, and the HOG algorithm for pedestrian and human behavior recognition\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eReviews the use of artificial intelligence for automated monitoring of surveillance events, and decision-making approaches to determine the need for human intervention\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003ePresents 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\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eInvestigates the use of cutting-edge supercomputing technologies for digital surveillance, such as FPGA, GPU and parallel computing\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eDr. Wei Qi Yan\u003c\/b\u003e is an Associate Professor in the Department of Computer Science at Auckland University of Technology, New Zealand. His other publications include the Springer title \u003ci\u003eVisual Cryptography for Image Processing and Security\u003c\/i\u003e.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45276944138391,"sku":"9783030107123","price":4407.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030107123.webp?v=1769287076","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-intelligent-surveillance-surveillance-data-capture-transmission-and-analytics-9783030107123","provider":"Atlantic Books","version":"1.0","type":"link"}