Title
Using Eigenvectors of a Vector Field for Deriving a Second Directional Derivative Operator for Color Images
Abstract
Edge detection in color images could be seen as detecting changes in a vector field.This paper presents a survey on existing methods and their difficulties. A second directional derivative approach is proposed, using eigenvalues and eigenvectors of a vector field for deriving a color edge detector and avoiding some ambiguities in the gradient direction estimation. Qualitative studies are presented by applying and comparing the different technics on a real image.
Year
DOI
Venue
1993
10.1007/3-540-57233-3_20
CAIP
Keywords
Field
DocType
color images,image processing,vector field.,color edge localization,color edge detection,second directional derivative operator,vector field,edge detection,qualitative study,directional derivative,eigenvalues and eigenvectors,eigenvectors,color image
Computer vision,Image gradient,Pattern recognition,Vector field,Edge detection,Computer science,Image processing,Artificial intelligence,Operator (computer programming),Real image,Directional derivative,Eigenvalues and eigenvectors
Conference
ISBN
Citations 
PageRank 
3-540-57233-3
10
0.87
References 
Authors
6
2
Name
Order
Citations
PageRank
W. Alshatti1100.87
Patrick Lambert2285.66