DocumentCode :
1500726
Title :
Edge detection of colour image based on quaternion fractional differential
Author :
Gao, C.B. ; Zhou, J.L. ; Hu, J.R. ; Lang, F.N.
Author_Institution :
Sch. of Comput. Sci., Sichuan Univ., Chengdu, China
Volume :
5
Issue :
3
fYear :
2011
fDate :
4/1/2011 12:00:00 AM
Firstpage :
261
Lastpage :
272
Abstract :
According to the development of the real fractional differential and its applications in the modern signal processing, the authors extend it to quaternion body and put forward a new concept: quaternion fractional differential (QFD), and apply it to edge detection of colour image. This method is called edge detection based on QFD. Simulation experiments indicate that this method has special advantages. Furthermore, the authors give an indicator to evaluate the effectiveness of different edge filters. Comparing with Sobel and mix edges of real fractional differential to every channels of colour image, they discover that QFD has fewer false negatives in the textured regions and is also better at detecting edges that are partially defined by texture, which means the authors can obtain much better results in the interesting regions using QFD and is more consistent with the characteristics of human visual system.
Keywords :
edge detection; filtering theory; image colour analysis; image texture; colour image; edge detection; edge filters; human visual system; image texture; modern signal processing; quaternion body; quaternion fractional differential;
fLanguage :
English
Journal_Title :
Image Processing, IET
Publisher :
iet
ISSN :
1751-9659
Type :
jour
DOI :
10.1049/iet-ipr.2009.0409
Filename :
5754021
Link To Document :
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