Information Fusion

Language: English

Published by Springer Nature Singapore Mai 2023, 2023

9811689784 / 9789811689789

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This item is printed on demand - it takes 3-4 days longer - Neuware -In the big data era, increasinginformationcan be extracted from the same source object or scene. For instance, a person can be verified based on their fingerprint, palm print, or iris information, and a given image can be represented by various types of features, including its texture, color, shape, etc. These multiple types of data extracted from a single object are called multi-view, multi-modal or multi-feature data. Many works have demonstrated that the utilization of all availableinformationat multiple abstraction levels (measurements, features, decisions) helps to obtain more complex, reliable and accurateinformation and to maximize performance in a range of applications.This book provides an overview of information fusion technologies, state-of-the-art techniques and their applications. It covers a variety of essential information fusion methods based on different techniques, including sparse/collaborative representation, kernel strategy, Bayesian models, metric learning, weight/classifier methods, and deep learning. The typical applications of these proposed fusion approaches are also presented, including image classification, domain adaptation, disease detection, image restoration, etc. This book will benefit all researchers, professionals and graduate students in the fields of computer vision, pattern recognition, biometrics applications, etc. Furthermore, it offers a valuable resource for interdisciplinary research. 288 pp. Englisch.

Seller Inventory # 9789811689789

Title
Information Fusion
Author
Jinxing Li
Publisher
Springer Nature Singapore Mai 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9811689784
ISBN 13
9789811689789
Item weight
493 grams
Dimensions
235x155x15 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany