Introduction to Intelligent Surveillance, Wei Qi Yan

Автор: Gautam Srivastava, Uttam Ghosh, Jerry Chun-Wei Lin
Название: Security and Risk Analysis for Intelligent Edge Computing
ISBN: 3031281497 ISBN-13(EAN): 9783031281495
Издательство: Springer
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Цена: 158380.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers the latest research results in security and privacy for Intelligent Edge Computing Systems. It presents state-of-the art content and provides an in-depth overview of the basic background in this related field. Practical areas in both security and risk analysis are addressed as well as connections directly linked to Edge Computing paradigms. This book also offers an excellent foundation on the fundamental concepts and principles of security, privacy and risk analysis in Edge Computation infrastructures. It guides the reader through the core ideas with relevant ease. Edge Computing has burst onto the computational scene offering key technologies for allowing more flexibility at the edge of networks. As Edge Computing has evolved as well as the need for more in-depth solutions in security, privacy and risk analysis at the edge. This book includes various case studies and applications on Edge Computing. It includes the Internet of Things related areas, such as smart cities, blockchain, mobile networks, federated learning, cryptography and cybersecurity. This book is one of the first reference books covering security and risk analysis in Edge Computing Systems. Researchers and advanced-level students studying or working in Edge Computing and related security fields will find this book useful as a reference. Decision makers, managers and professionals working within these fields will want to purchase this book as well.

Автор: Christian Cachin; Rachid Guerraoui; Lu?s Rodrigues
Название: Introduction to Reliable and Secure Distributed Programming
ISBN: 3642423272 ISBN-13(EAN): 9783642423277
Издательство: Springer
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Цена: 53100.00 T
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Описание: Failures may range from crashes to adversarial attacks by malicious processes.Cachin, Guerraoui, and Rodrigues present an introductory description of fundamental distributed programming abstractions together with algorithms to implement them in distributed systems, where processes are subject to crashes and malicious attacks.

Автор: William L. Fehlman; Mark K. Hinders
Название: Mobile Robot Navigation with Intelligent Infrared Image Interpretation
ISBN: 1447156943 ISBN-13(EAN): 9781447156949
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book details an alternative to GPS navigation for mobile robots, a model that allows them to use infrared imaging to assess the physical nature of surrounding structures. Thus, the robots can make navigational decisions without human interpretation.

Автор: Wei Qi Yan
Название: Introduction to Intelligent Surveillance
ISBN: 3030107124 ISBN-13(EAN): 9783030107123
Издательство: Springer
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Цена: 55890.00 T
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Описание: 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.

Автор: Yan, Qi Wei.
Название: Introduction to intelligent surveillance :
ISBN: 3319602276 ISBN-13(EAN): 9783319602271
Издательство: Springer
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Цена: 53100.00 T
Наличие на складе: Поставка под заказ.
Описание: 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.

Автор: Zhang
Название: Intelligent Visual Surveillance
ISBN: 9811034753 ISBN-13(EAN): 9789811034756
Издательство: Springer
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Цена: 48450.00 T
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Описание: This book constitutes the refereed proceedings of the 4th Chinese Conference, IVS 2016, held in Beijing, China, in October 2016. The 19 revised full papers presented were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on low-level preprocessing, surveillance systems; tracking, robotics; identification, detection, recognition; behavior, activities, crowd analysis.

Автор: Ming Li; Paul M.B. Vit?nyi
Название: An Introduction to Kolmogorov Complexity and Its Applications
ISBN: 1489984453 ISBN-13(EAN): 9781489984456
Издательство: Springer
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Цена: 65210.00 T
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Описание: Written by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative applications.

Автор: Omar Javed; Mubarak Shah
Название: Automated Multi-Camera Surveillance
ISBN: 1441946268 ISBN-13(EAN): 9781441946263
Издательство: Springer
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Цена: 121110.00 T
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Описание: This book addresses monitoring of people and vehicles and detection of threatening objects and events in a variety of scenarios. It discusses and proposes techniques for the development of an automated multi-camera surveillance system.

Автор: Uwe M. Borghoff; Johann H. Schlichter
Название: Computer-Supported Cooperative Work
ISBN: 3642086314 ISBN-13(EAN): 9783642086311
Издательство: Springer
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Цена: 79150.00 T
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Описание: A detailed introduction to interdisciplinary application area of distributed systems, namely the computer support of individuals trying to solve a problem in cooperation with each other but not necessarily having identical work places or working times.

Автор: Igual, Laura, Segu?, Santi
Название: Introduction to data science.
ISBN: 3319500163 ISBN-13(EAN): 9783319500164
Издательство: Springer
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Цена: 45610.00 T
Наличие на складе: Поставка под заказ.
Описание: The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis.

Название: Introduction to Deep Learning
ISBN: 3319730037 ISBN-13(EAN): 9783319730035
Издательство: Springer
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Цена: 46570.00 T
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Описание: This textbook presents a concise, accessible and engaging first introduction to deep learning, offering a wide range of connectionist models which represent the current state-of-the-art. The text explores the most popular algorithms and architectures in a simple and intuitive style, explaining the mathematical derivations in a step-by-step manner. The content coverage includes convolutional networks, LSTMs, Word2vec, RBMs, DBNs, neural Turing machines, memory networks and autoencoders. Numerous examples in working Python code are provided throughout the book, and the code is also supplied separately at an accompanying website.Topics and features: introduces the fundamentals of machine learning, and the mathematical and computational prerequisites for deep learning; discusses feed-forward neural networks, and explores the modifications to these which can be applied to any neural network; examines convolutional neural networks, and the recurrent connections to a feed-forward neural network; describes the notion of distributed representations, the concept of the autoencoder, and the ideas behind language processing with deep learning; presents a brief history of artificial intelligence and neural networks, and reviews interesting open research problems in deep learning and connectionism.This clearly written and lively primer on deep learning is essential reading for graduate and advanced undergraduate students of computer science, cognitive science and mathematics, as well as fields such as linguistics, logic, philosophy, and psychology.

Автор: Annalisa Appice; Anna Ciampi; Fabio Fumarola; Dona
Название: Data Mining Techniques in Sensor Networks
ISBN: 1447154533 ISBN-13(EAN): 9781447154532
Издательство: Springer
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Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Sensor networks comprise of a number of sensors installed across a spatially distributed network, which gather information and periodically feed a central server with the measured data. One solution is to compute summaries of the data as it arrives, and to use these summaries to interpolate the real data.