DocumentCode
785548
Title
Gaussian-based edge-detection methods-a survey
Author
Basu, Mitra
Author_Institution
Dept. of Electr. Eng., City Coll. of New York, NY, USA
Volume
32
Issue
3
fYear
2002
fDate
8/1/2002 12:00:00 AM
Firstpage
252
Lastpage
260
Abstract
The Gaussian filter has been used extensively in image processing and computer vision for many years. We discuss the various features of this operator that make it the filter of choice in the area of edge detection. Despite these desirable features of the Gaussian filter, edge detection algorithms which use it suffer from many problems. We review several linear and nonlinear Gaussian-based edge detection methods.
Keywords
computer vision; edge detection; filtering theory; Gaussian filter; Gaussian-based edge-detection methods; computer vision; image processing; linear methods; nonlinear methods; survey; Computer vision; Detectors; Filters; Gaussian processes; Helium; Image edge detection; Image processing; Layout; Object recognition; Smoothing methods;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Publisher
ieee
ISSN
1094-6977
Type
jour
DOI
10.1109/TSMCC.2002.804448
Filename
1097737
Link To Document