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The Maximum Consensus Problem: Recent Algorithmic Advances by Tat-Jun Chin (Engl

Description: The Maximum Consensus Problem by Tat-Jun Chin, David Suter Estimated delivery 3-12 business days Format Paperback Condition Brand New Description Outlier-contaminated data is a fact of life in computer vision. 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. Publisher Description 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. Author Biography Tat-Jun Chin was born and raised in Nibong Tebal, Penang. He received his B.Eng. in Electrical Engineering (Mechatronics) from Universiti Teknologi Malaysia (UTM) in 2003, and his Ph.D.in Computer Systems Engineering from Monash University in 2007 with a thesis titled ""Kernel Subspace Methods in Computer Vision."" His undergraduate studies were partly supported by an Agilent Technologies Scholarship, and his Ph.D. studies were mainly supported by an Endeavour Australia-Asia Award. He was a Research Fellow at the Institute for Infocomm Research (I2R) in Singapore from 2007-2008. Since 2008 he has been a Senior Research Associate (2008-2010), Lecturer (2010-2013), and Senior Lecturer (2014-2016) at The University of Adelaide. Since 2017 he was an Associate Professor at the same university. His research interests include robust estimation and geometric optimization. He won a CVPR award and DSTO award (both in 2015) for his research work.David Suter was born in Leeds, UK. He holds the following degrees: BSc (Applied Maths and Physics, The Flinders University of SA, 1977); Grad. Dip. Ed. (Secondary Teaching, The Flinders University of SA, 1978); Grad. Dip. Comp. (Royal Melbourne Institute of Technology, 1984); Ph.D. (Computer Vision, La Trobe University, 1991). He has held the following appointments: Lecturer at La Trobe University 1988-1992); Senior Lecturer, Associate Professor and Professor at Monash University (1992-2008), Professor at The University of Adelaide (2008-). He has served on the Australian Research Council College of Experts (2008-10) and the editorial boards of several journals: International Journal of Computer Vision (2004-2013), Journal of Mathematical Imaging and Vision (2008-2010), Machine Vision and Applications (2006-2008). He was general co-chair of two major conferences: ACCV2002 and ICIP2013 (both hosted in Melbourne Australia). Details ISBN 3031006909 ISBN-13 9783031006906 Title The Maximum Consensus Problem Author Tat-Jun Chin, David Suter Format Paperback Year 2017 Pages 178 Publisher Springer International Publishing AG GE_Item_ID:158855711; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys

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The Maximum Consensus Problem: Recent Algorithmic Advances by Tat-Jun Chin (Engl

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ISBN-13: 9783031006906

Book Title: The Maximum Consensus Problem

Number of Pages: Xv, 178 Pages

Publication Name: Maximum Consensus Problem : Recent Algorithmic Advances

Language: English

Publisher: Springer International Publishing A&G

Publication Year: 2017

Subject: Image Processing, Computer Vision & Pattern Recognition

Item Weight: 13.4 Oz

Type: Textbook

Author: Tat-Jun Chin, David Suter

Item Length: 9.3 in

Subject Area: Computers

Series: Synthesis Lectures on Computer Vision Ser.

Item Width: 7.5 in

Format: Trade Paperback

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