DocumentCode
2203332
Title
Evaluation of the Uncertainty of Edge Detector Algorithms
Author
Anchini, R. ; Liguori, C. ; Paolillo, Alfredo
Author_Institution
Salerno Univ., Fisciano
fYear
2006
fDate
20-21 April 2006
Firstpage
68
Lastpage
73
Abstract
The paper deals with the analytical expression of the uncertainty on edge localization in image analysis applications. The analysis carried out relates analytically the uncertainty affecting the intensity of input image to the output uncertainty of edge detectors based on first and second derivative proprieties. The theoretical results are validated through experimental tests performed on real images acquired in typical conditions of an industrial environment
Keywords
edge detection; image processing; measurement uncertainty; edge detection; edge detector algorithms; edge localization; image analysis; image processing; uncertainty evaluation; Area measurement; Detectors; IEEE members; Image analysis; Image edge detection; Image processing; Laplace equations; Machine vision; Measurement uncertainty; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Methods for Uncertainty Estimation in Measurement, 2006. AMUEM 2006. Proceedings of the 2006 IEEE International Workshop on
Conference_Location
Sardagna
Print_ISBN
1-4244-0249-2
Type
conf
DOI
10.1109/AMYEM.2006.1650753
Filename
1650753
Link To Document