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Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint, Hinders Mark K.


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Автор: Hinders Mark K.
Название:  Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint
ISBN: 9783030493943
Издательство: Springer
Классификация:




ISBN-10: 3030493946
Обложка/Формат: Hardcover
Страницы: 346
Вес: 0.68 кг.
Дата издания: 05.09.2020
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 143 illustrations, color; 65 illustrations, black and white; xiv, 346 p. 208 illus., 143 illus. in color.
Размер: 23.39 x 15.60 x 2.06 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book discusses various applications of machine learning using a new approach, the dynamic wavelet fingerprint technique, to identify features for machine learning and pattern classification in time-domain signals.


Wavelet Basics

Автор: Y. T. Chan
Название: Wavelet Basics
ISBN: 1461359295 ISBN-13(EAN): 9781461359296
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Chapter 2 introduces the wavelet transform, contrasts it with the short-time Fourier transform and clarifies the names of the different types of wavelet transforms.

Contactless 3D Fingerprint Identification

Автор: Ajay Kumar
Название: Contactless 3D Fingerprint Identification
ISBN: 3319676806 ISBN-13(EAN): 9783319676807
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This important text/reference presents the first dedicated review of techniques for contactless 3D fingerprint identification, including novel and previously unpublished research. The text provides a systematic introduction to 3D fingerprint identification, covering the latest advancements in contactless 2D and 3D sensing technologies, and detailed discussions on each key aspect in the development of an effective 3D fingerprint identification system.Topics and features: introduces the key concepts and trends in the acquisition and identification of fingerprint images, and a range of 3D fingerprint imaging techniques; proposes a low-cost method for online 3D fingerprint image acquisition, and an efficient 3D fingerprint imaging approach using coloured photometric stereo; describes pre-processing operations on point cloud 3D fingerprint data, and explains the specialized operations for reconstructing 3D fingerprints from live finger scans; examines the representation of minutiae in 3D space, providing details on recovering these features from point cloud data, and on matching such 3D minutiae templates; reviews various 3D fingerprint matching methods, including binary surface code-based approaches and a tetrahedron-based matching approach; discusses the uniqueness of 3D fingerprints, evaluating the benefits of employing 3D fingerprint identification over conventional 2D fingerprint techniques.This unique work is a must-read for all researchers seeking to make further advances in this area, towards the exciting opportunities afforded by contactless 3D fingerprint identification for improving the hygiene, user convenience, and matching accuracy of fingerprint biometric technologies.

Lecture notes on wavelet transforms

Автор: Debnath, Lokenath Shah, Firdous
Название: Lecture notes on wavelet transforms
ISBN: 331959432X ISBN-13(EAN): 9783319594323
Издательство: Springer
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Цена: 6986.00 р.
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Описание: Written from the ground up to provide a comprehensive introduction to wavelet analysisProvides an accessible working knowledge of the analytical and computational methods of wavelet analysisConcise, yet highly accessible to both pure and applied mathematicians, as well as scientists and engineers

Wavelet, Subband and Block Transforms in Communications and Multimedia

Автор: Ali N. Akansu; Michael J. Medley
Название: Wavelet, Subband and Block Transforms in Communications and Multimedia
ISBN: 1441950869 ISBN-13(EAN): 9781441950864
Издательство: Springer
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Цена: 30606.00 р.
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Описание: Wavelet and subband transforms have been of great interest in the fields of - gineering and applied mathematics. This book, comprised of eleven chapter contributions from prominent researchers in the field, focuses on communications and mul- media applications of wavelet and subband transforms.

Wavelet Theory and Harmonic Analysis in Applied Sciences

Автор: Carlos E. D`Attellis; Elena M. Fernandez-Berdaguer
Название: Wavelet Theory and Harmonic Analysis in Applied Sciences
ISBN: 146127379X ISBN-13(EAN): 9781461273790
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The idea of this book originated in the works presented at the First Latinamerican Conference on Mathematics in Industry and Medicine, held in Buenos Aires, Argentina, from November 27 to December 1, 1995. There are excellent introductions already available, for example, Chapter one in Wavelets in Medicine and Biology, edited by A.

Multivariate Wavelet Frames

Автор: Skopina Maria, Krivoshein Aleksandr, Protasov Vladimir
Название: Multivariate Wavelet Frames
ISBN: 9811098174 ISBN-13(EAN): 9789811098178
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents a systematic study of multivariate wavelet frames with matrix dilation, in particular, orthogonal and bi-orthogonal bases, which are a special case of frames.

Wavelet Transforms and Time-Frequency Signal Analysis

Автор: Lokenath Debnath
Название: Wavelet Transforms and Time-Frequency Signal Analysis
ISBN: 1461266297 ISBN-13(EAN): 9781461266297
Издательство: Springer
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Цена: 15372.00 р.
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Описание: The last fifteen years have produced major advances in the mathematical theory of wavelet transforms and their applications to science and engineering.

Reliability and Availability of Quality Control Based on Wavelet Computer Vision

Автор: Ivica Kuzmani?; Igor Vujovi?
Название: Reliability and Availability of Quality Control Based on Wavelet Computer Vision
ISBN: 3319133160 ISBN-13(EAN): 9783319133164
Издательство: Springer
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Цена: 9141.00 р.
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Описание: This short book presents a framework for assessing the reliability and availability of visual quality control systems, placing particular emphasis on wavelet-based analysis.

Wavelet Image and Video Compression

Автор: Pankaj N. Topiwala
Название: Wavelet Image and Video Compression
ISBN: 1475782640 ISBN-13(EAN): 9781475782646
Издательство: Springer
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Цена: 20962.00 р.
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Описание: An exciting new development has taken place in the digital era that has captured the imagination and talent of researchers around the globe - wavelet image compression. Part II, Still Image Coding, presents a spectrum of wavelet still image coding techniques.

An Introduction to Wavelet Analysis

Автор: David F. Walnut
Название: An Introduction to Wavelet Analysis
ISBN: 1461265673 ISBN-13(EAN): 9781461265672
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book provides a comprehensive presentation of the conceptual basis of wavelet analysis, including the construction and analysis of wavelet bases.

Multivariate Wavelet Frames

Автор: Maria Skopina; Aleksandr Krivoshein; Vladimir Prot
Название: Multivariate Wavelet Frames
ISBN: 9811032041 ISBN-13(EAN): 9789811032042
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents a systematic study of multivariate wavelet frames with matrix dilation, in particular, orthogonal and bi-orthogonal bases, which are a special case of frames.

Novel Motion Anchoring Strategies for Wavelet-based Highly Scalable Video Compression

Автор: Dominic R?fenacht
Название: Novel Motion Anchoring Strategies for Wavelet-based Highly Scalable Video Compression
ISBN: 9811340978 ISBN-13(EAN): 9789811340970
Издательство: Springer
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Цена: 16769.00 р.
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Описание: A key element of any modern video codec is the efficient exploitation of temporal redundancy via motion-compensated prediction. In this book, a novel paradigm of representing and employing motion information in a video compression system is described that has several advantages over existing approaches. Traditionally, motion is estimated, modelled, and coded as a vector field at the target frame it predicts. While this “prediction-centric” approach is convenient, the fact that the motion is “attached” to a specific target frame implies that it cannot easily be re-purposed to predict or synthesize other frames, which severely hampers temporal scalability. In light of this, the present book explores the possibility of anchoring motion at reference frames instead. Key to the success of the proposed “reference-based” anchoring schemes is high quality motion inference, which is enabled by the use of a more “physical” motion representation than the traditionally employed “block” motion fields. The resulting compression system can support computationally efficient, high-quality temporal motion inference, which requires half as many coded motion fields as conventional codecs. Furthermore, “features” beyond compressibility — including high scalability, accessibility, and “intrinsic” framerate upsampling — can be seamlessly supported. These features are becoming ever more relevant as the way video is consumed continues shifting from the traditional broadcast scenario to interactive browsing of video content over heterogeneous networks.This book is of interest to researchers and professionals working in multimedia signal processing, in particular those who are interested in next-generation video compression. Two comprehensive background chapters on scalable video compression and temporal frame interpolation make the book accessible for students and newcomers to the field.


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