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Maximum Consensus Problem

Recent Algorithmic Advances

Language EnglishEnglish
Book Paperback
Book Maximum Consensus Problem Tat-Jun Chin
Libristo code: 39298258
Publishers Springer International Publishing AG, February 2017
Outlier-contaminated data is a fact of life in computer vision. For computer vision applications to... Full description
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Outlier-contaminated data is a fact of life in computer vision. For computer vision applications to perform reliably and accurately in practical settings, the processing of the input data must be conducted in a robust manner. In this context, the maximum consensus robust criterion plays a critical role by allowing the quantity of interest to be estimated from noisy and outlier-prone visual measurements. The maximum consensus problem refers to the problem of optimizing the quantity of interest according to the maximum consensus criterion. This book provides an overview of the algorithms for performing this optimization. The emphasis is on the basic operation or "inner workings" of the algorithms, and on their mathematical characteristics in terms of optimality and efficiency. The applicability of the techniques to common computer vision tasks is also highlighted. By collecting existing techniques in a single article, this book aims to trigger further developments in this theoretically interesting and practically important area.

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About the book

Full name Maximum Consensus Problem
Author Tat-Jun Chin
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 178
EAN 9783031006906
ISBN 3031006909
Libristo code 39298258
Weight 380
Dimensions 191 x 235 x 11
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