DocumentCode
476256
Title
Using Geodesic Active Contours for motion-blurred images contour detection
Author
Xu, Gang ; Shi, Lei
Author_Institution
Sch. of Electr. & Electron. Eng., North China Electr. Power Univ., Beijing
Volume
5
fYear
2008
fDate
12-15 July 2008
Firstpage
3042
Lastpage
3046
Abstract
Active contours model (snake) is a typical quantity dynamic contours model. Its main principle is to define a curve with energy in the area in which the researcher is interested, approaching the contours of the object through optimizing the energy function dynamically. Its biggest defect is that it can hardly handle the topological structure transformation when extracting the object contour. Geodesic active contours model (GAC), whose curve evolution equation doesnpsilat include any parameters that have no relation with the curvepsilas geometric structure, is based on the theory of curve evolution and level-set, so GAC can automatically process the topological structure transformation when extracting object contour. This paper proposes a new method of motion-blurred images contour detection. This method, which is based on the theory of GAC and the blurred image restoration, completely detects motion-blurred imagespsila contour. The theory and experimental analysis show that this new method has good effects.
Keywords
edge detection; image restoration; geodesic active contours; image restoration; level-set; motion-blurred images contour detection; quantity dynamic contours model; topological structure transformation; Active contours; Biology computing; Cybernetics; Electronic mail; Evolution (biology); Image restoration; Machine learning; Military computing; Motion detection; Power engineering and energy; Curve evolution; Geodesic active contours; Level-Sets; Motion-blurred image restoration; topological transformation;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location
Kunming
Print_ISBN
978-1-4244-2095-7
Electronic_ISBN
978-1-4244-2096-4
Type
conf
DOI
10.1109/ICMLC.2008.4620929
Filename
4620929
Link To Document