Domain Adaptation for Visual Understanding, Richa Singh; Mayank Vatsa; Vishal M Patel; Nalini
Автор: Gopalan Raghuraman, Li Ruonan, Patel Vishal M. Название: Domain Adaptation for Visual Recognition ISBN: 1680830309 ISBN-13(EAN): 9781680830309 Издательство: Неизвестно Цена: 9900 р. Наличие на складе: Поставка под заказ.
Описание: This book provides a comprehensive overview of domain adaptation solutions for visual recognition problems. It discusses three adaptation scenarios namely, (i) unsupervised adaptation; (ii) semi-supervised adaptation and (iii) multi-domain heterogeneous adaptation.
Описание: This volume emphasizes the primary role played by images in computer science. In the last two decades images have replaced written texts; the enormous possibilities of the image language have overcome written language in an ever-more-restricted ambit.An image is better than one thousand words; so it was straightforward to apply visual language in the field of computer science. Nowadays everything that appears on a computer screen is an image, regardless of whether it is a word or a picture. Is it possible to realize an e-learning program without working in terms of images? The answer is undoubtedly no, even if several problems arise in this context: the qualitative and quantitative content of the image we need to use for a specific task; the psychological effect on the user, including the level of attention and the correct perception of the image significance. Most of these problems form the basis of image-understanding techniques.Widespread use of images requires organization of the information in the databank or database, whose dimensions are sometimes so wide as to be too complex to manage; therefore information retrieval techniques arise from this need. The new instruments used in image and/or remote diagnosis, image transmission, the respect of the law in force and the ever-more-relevant image storage capacity required for this task imply the use of techniques of visual language and information retrieval.The proceedings have been selected for coverage in:Ȣ Index to Scientific & Technical Proceedings® (ISTP® / ISI Proceedings)Ȣ Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings)
Автор: Stefan Axelsson; David Sands Название: Understanding Intrusion Detection through Visualization ISBN: 1441939067 ISBN-13(EAN): 9781441939067 Издательство: Springer Рейтинг: Цена: 15572 р. Наличие на складе: Поставка под заказ.
Описание: Computer security - the protection of data and computer systems from intentional, malicious intervention - is attracting increasing attention. This book analyzes the false alarm problem, then applies results from the field of information visualization to the problem of intrusion detection.
Автор: Shalev-Shwartz Название: Understanding Machine Learning ISBN: 1107057132 ISBN-13(EAN): 9781107057135 Издательство: Cambridge Academ Рейтинг: Цена: 8024 р. Наличие на складе: Поставка под заказ.
Описание: Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics, the book covers a wide array of central topics unaddressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for advanced undergraduates or beginning graduates, the text makes the fundamentals and algorithms of machine learning accessible to students and non-expert readers in statistics, computer science, mathematics and engineering.
Автор: Levgen, Redko Название: Domain Adaptation Theory ISBN: 178548236X ISBN-13(EAN): 9781785482366 Издательство: Elsevier Science Рейтинг: Цена: 12296 р. Наличие на складе: Поставка под заказ.
Описание: Domain Adaptation Theory: Available Theoretical Results gives current, state-of-the-art results on transfer learning, with a particular focus placed on domain adaptation from a theoretical point-of-view. The book begins with a brief overview of the most popular concepts used to provide generalization guarantees, including sections on Vapnik-Chervonenkis (VC), Rademacher, PAC-Bayesian, Robustness and Stability based bounds. In addition, the book explains domain adaptation problem and describes the four major families of theoretical results that exist in the literature, including the Divergence based bounds. Next, PAC-Bayesian bounds are discussed, including the original PAC-Bayesian bounds for domain adaptation and their updated version. . Additional sections present generalization guarantees based on the robustness and stability properties of the learning algorithm.
Автор: Unsalan, Cem Boyer, Kim L. Название: Multispectral satellite image understanding ISBN: 0857296663 ISBN-13(EAN): 9780857296665 Издательство: Springer Рейтинг: Цена: 16769 р. Наличие на складе: Поставка под заказ.
Описание: This book presents a comprehensive review of image processing methods, for the analysis of land use in residential areas. Combining a theoretical framework with highly practical applications, the book describes a system for the effective detection of single houses and streets in very high resolution. Topics and features: with a Foreword by Prof. Dr. Peter Reinartz of the German Aerospace Center; provides end-of-chapter summaries and review questions; presents a detailed review on remote sensing satellites; examines the multispectral information that can be obtained from satellite images, with a focus on vegetation and shadow-water indices; investigates methods for land-use classification, introducing precise graph theoretical measures over panchromatic images; addresses the problem of detecting residential regions; describes a house and street network-detection subsystem; concludes with a summary of the key ideas covered in the book.
Автор: Zhang Название: Intelligent Video Event Analysis and Understanding ISBN: 3642175538 ISBN-13(EAN): 9783642175534 Издательство: Springer Рейтинг: Цена: 20363 р. Наличие на складе: Поставка под заказ.
Описание: Presenting state-of-the-art research advances of video event understanding technologies, this volume is a rich resource for future research and successful practice. The text covers visual surveillance, human-computer interaction, and video search and indexing etc.
Автор: Rapo/Michael Название: Understanding Macromedia Flash 8 Actioscript 2.0 ISBN: 0240519914 ISBN-13(EAN): 9780240519913 Издательство: Taylor&Francis Рейтинг: Цена: 3024 р. Наличие на складе: Поставка под заказ.
Описание: Explains various programming concepts from a designer`s point of view. This second edition helps you develop professional ActionScript 2 applications, and communicate about Object Oriented ActionScript 2 techniques. It includes explanations and examples of why and how ActionScript can simplify Flash production.
Автор: K?d?r Название: Understanding Politeness ISBN: 1107031680 ISBN-13(EAN): 9781107031685 Издательство: Cambridge Academ Рейтинг: Цена: 10691 р. Наличие на складе: Поставка под заказ.
Описание: Politeness is key to all of our relationships and plays a fundamental part in the way we communicate with each other and the way we define ourselves. It is not limited only to conventional aspects of linguistic etiquette, but encompasses all types of interpersonal behaviour through which we explore and maintain our relationships. This groundbreaking exploration navigates the reader through this fascinating area and introduces them to a variety of new insights. The book is divided into three parts and is based on an innovative framework which relies on the concepts of social practice, time and space. In this multidisciplinary approach, the authors capture a range of user and observer understandings and provide a variety of examples from different languages and cultures. With its reader-friendly style, carefully constructed exercises and useful glossary, Understanding Politeness will be welcomed by both researchers and postgraduate students working on politeness, pragmatics and sociolinguistics more broadly.
Описание: This textbook provides an in-depth introduction to the theoretical perspectives and methods of doing conversation analysis, an approach to the study of talk in interaction which grew out of the work of Garfinkel, Sacks, Schegloff, and Jefferson. This book is unique in that it provides comprehensive instruction in both interaction in ordinary conversations in everyday life as well as talk in institutional settings and a wide range of workplace and business interactions, while teaching both major research findings and how to conduct conversation analytic research. The book is designed to be useful for students of linguistics, sociology, and communication studies, and is written in clear and accessible prose. The Companion Website provides additional resources for instructors, such as questions and data excerpts for tests and in class exercises, audio and video clips for transcription practice, and guides for instructors on a range of topics covered in the course.
Автор: K?d?r Название: Understanding Politeness ISBN: 1107626943 ISBN-13(EAN): 9781107626942 Издательство: Cambridge Academ Рейтинг: Цена: 3959 р. Наличие на складе: Поставка под заказ.
Описание: Politeness is key to all of our relationships and plays a fundamental part in the way we communicate with each other and the way we define ourselves. It is not limited only to conventional aspects of linguistic etiquette, but encompasses all types of interpersonal behaviour through which we explore and maintain our relationships. This groundbreaking exploration navigates the reader through this fascinating area and introduces them to a variety of new insights. The book is divided into three parts and is based on an innovative framework which relies on the concepts of social practice, time and space. In this multidisciplinary approach, the authors capture a range of user and observer understandings and provide a variety of examples from different languages and cultures. With its reader-friendly style, carefully constructed exercises and useful glossary, Understanding Politeness will be welcomed by both researchers and postgraduate students working on politeness, pragmatics and sociolinguistics more broadly.
Автор: Smith Frank Название: Understanding Reading ISBN: 0415808294 ISBN-13(EAN): 9780415808293 Издательство: Taylor&Francis Рейтинг: Цена: 6412 р. Наличие на складе: Поставка под заказ.
Описание: This classic text revolutionized reading research and theory when the first edition appeared in 1971 and remains a leader in the field. It illuminates fundamental aspects of the complex human act of reading and on what is involved in learning to read.
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