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Author
Patricia Marquez; Debora Gil; R.Mester; Aura Hernandez-Sabate
Title
Local Analysis of Confidence Measures for Optical Flow Quality Evaluation
Type
Conference Article
Year
2014
Publication
9th International Conference on Computer Vision Theory and Applications
Abbreviated Journal
Volume
3
Issue
Pages
450-457
Keywords
Optical Flow; Confidence Measure; Performance Evaluation.
Abstract
Optical Flow (OF) techniques facing the complexity of real sequences have been developed in the last years. Even using the most appropriate technique for our specific problem, at some points the output flow might fail to achieve the minimum error required for the system. Confidence measures computed from either input data or OF output should discard those points where OF is not accurate enough for its further use. It follows that evaluating the capabilities of a confidence measure for bounding OF error is as important as the definition
itself. In this paper we analyze different confidence measures and point out their advantages and limitations for their use in real world settings. We also explore the agreement with current tools for their evaluation of confidence measures performance.
Address
Lisboa; January 2014
Corporate Author
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VISAPP
Notes
IAM; ADAS; 600.044; 600.060; 600.057; 601.145; 600.076; 600.075
Approved
no
Call Number
Admin @ si @ MGM2014
Serial
2432
Permanent link to this record
Author
Hanne Kause; Patricia Marquez; Andrea Fuster; Aura Hernandez-Sabate; Luc Florack; Debora Gil; Hans van Assen
Title
Quality Assessment of Optical Flow in Tagging MRI
Type
Conference Article
Year
2015
Publication
5th Dutch Bio-Medical Engineering Conference BME2015
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
The Netherlands; January 2015
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
BME
Notes
IAM; ADAS; 600.076; 600.075
Approved
no
Call Number
Admin @ si @ KMF2015
Serial
2616
Permanent link to this record
Author
Patricia Marquez; Debora Gil; Aura Hernandez-Sabate; Daniel Kondermann
Title
When Is A Confidence Measure Good Enough?
Type
Conference Article
Year
2013
Publication
9th International Conference on Computer Vision Systems
Abbreviated Journal
Volume
7963
Issue
Pages
344-353
Keywords
Optical flow, confidence measure, performance evaluation
Abstract
Confidence estimation has recently become a hot topic in image processing and computer vision.Yet, several definitions exist of the term “confidence” which are sometimes used interchangeably. This is a position paper, in which we aim to give an overview on existing definitions,
thereby clarifying the meaning of the used terms to facilitate further research in this field. Based on these clarifications, we develop a theory to compare confidence measures with respect to their quality.
Address
St Petersburg; Russia; July 2013
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Thesis
Publisher
Springer Link
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Language
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Series Title
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LNCS
Series Volume
Series Issue
Edition
ISSN
0302-9743
ISBN
978-3-642-39401-0
Medium
Area
Expedition
Conference
ICVS
Notes
IAM;ADAS; 600.044; 600.057; 600.060; 601.145
Approved
no
Call Number
IAM @ iam @ MGH2013a
Serial
2218
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