| 000 -LEADER |
|---|
| fixed length control field |
05578nam a2200637 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
7873535 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200413152923.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
170321s2017 caua foab 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627052863 |
| Qualifying information |
ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627052924 |
| Qualifying information |
print |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00757ED1V01Y201702COV011 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00407234 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)978253071 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TA1634 |
| Item number |
.C455 2017 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.37 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chin, Tat-Jun, |
| Relator term |
author. |
| 245 14 - TITLE STATEMENT |
|---|
| Title |
The maximum consensus problem : |
| Remainder of title |
recent algorithmic advances / |
| Statement of responsibility, etc. |
Tat-Jun Chin and David Suter. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
[San Rafael, California] : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2017. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xiii, 178 pages) : |
| Other physical details |
illustrations. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on computer vision, |
| International Standard Serial Number |
2153-1064 ; |
| Volume/sequential designation |
# 11 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 163-173) and index. |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Appendix -- Bibliography -- Authors' biographies -- Index. |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Preprocessing for maximum consensus -- 4.1 Introduction -- 4.1.1 Guaranteed outlier removal -- 4.2 Geometrically inspired approaches -- 4.2.1 2D rigid transformation -- 4.2.2 3D rotational alignment -- 4.3 Integer linear programming approach -- 4.3.1 An integer linear program formulation for GORE -- 4.3.2 Generalised fractional models -- 4.4 Bibliographical remarks -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Exact algorithms -- 3.1 Introduction -- 3.2 Optimal line fitting -- 3.2.1 Characterization of the solution -- 3.2.2 Plane sweep method -- 3.3 Integer linear programming method -- 3.3.1 Numerical accuracy and performance -- 3.3.2 Generalized fractional models -- 3.4 Robust point set registration -- 3.4.1 Rotational alignment -- 3.4.2 Euclidean registration -- 3.5 Tractable algorithms with subset search -- 3.5.1 Characterization of the solution -- 3.5.2 Subset enumeration -- 3.6 Tree search -- 3.6.1 Existence of tree structure -- 3.6.2 Breadth first search -- 3.6.3 A* search -- 3.7 Bibliographical remarks -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Approximate algorithms -- 2.1 Introduction -- 2.2 Random sample consensus -- 2.2.1 Extensions and improvements -- 2.2.2 Data span and quasidegeneracy -- 2.3 L1 minimization -- 2.3.1 Generalized fractional models -- 2.4 Chebyshev approximation -- 2.4.1 Characterization of the Chebyshev estimate -- 2.4.2 Outlier removal with L[infinity] minimization -- 2.4.3 Generalised fractional programming -- 2.5 LP-type problems -- 2.5.1 Definition and properties -- 2.5.2 Solving LP-type problems -- 2.5.3 Outlier removal for LP-type problems -- 2.6 The K-slack method -- 2.6.1 A relaxed minimax formulation -- 2.6.2 Outlier removal with the K-slack method -- 2.7 Exact penalty method -- 2.7.1 Penalized formulation -- 2.7.2 Deterministic local refinement algorithm -- 2.8 Evaluation -- 2.9 Bibliographical remarks -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. The maximum consensus problem -- 1.1 Introduction -- 1.1.1 Problem definition -- 1.1.2 What is this book about? -- 1.1.3 Road map -- 1.2 Relation to other robust fitting methods -- 1.2.1 Hough transform -- 1.2.2 M-estimator -- 1.2.3 Least median squares -- 1.3 Problem difficulty -- 1.3.1 Exact vs. approximate solutions -- 1.3.2 Computational hardness -- 1.4 Bibliographical remarks -- |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on March 21, 2017). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Robust optimization. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer vision |
| General subdivision |
Mathematical models. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
optimization |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
algorithms |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
maximum consensus |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
robust fitting |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Suter, David, |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627052924 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on computer vision ; |
| Volume/sequential designation |
# 11. |
| International Standard Serial Number |
2153-1064 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=7873535 |
