JIPS (Çѱ¹Á¤º¸Ã³¸®ÇÐȸ)
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ÇѱÛÁ¦¸ñ(Korean Title) |
A Fast Snake Algorithm for Tracking Multiple Objects |
¿µ¹®Á¦¸ñ(English Title) |
A Fast Snake Algorithm for Tracking Multiple Objects |
ÀúÀÚ(Author) |
Hua Fang
JeongWoo Kim
JongWhan Jang
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¿ø¹®¼ö·Ïó(Citation) |
VOL 07 NO. 03 PP. 0519 ~ 0530 (2011. 09) |
Çѱ۳»¿ë (Korean Abstract) |
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¿µ¹®³»¿ë (English Abstract) |
A Snake is an active contour for representing object contours. Traditional snake algorithms are often used to represent the contour of a single object. However, if there is more than one object in the image, the snake model must be adaptive to determine the corresponding contour of each object. Also, the previous initialized snake contours risk getting the wrong results when tracking multiple objects in successive frames due to the weak topology changes. To overcome this problem, in this paper, we present a new snake method for efficiently tracking contours of multiple objects. Our proposed algorithm can provide a straightforward approach for snake contour rapid splitting and connection, which usually cannot be gracefully handled by traditional snakes. Experimental results of various test sequence images with multiple objects have shown good performance, which proves that the proposed method is both effective and accurate.
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Å°¿öµå(Keyword) |
Snake
Detection
Tracking
Multiple Objects
Topology Changes
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ÆÄÀÏ÷ºÎ |
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