C. Collewet. Polar snakes: A fast and robust parametric active contour model. In IEEE Int. Conf. on Image Processing, ICIP'09, Pages 3601-3604, Cairo, Egypt, November 2009.
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We present in this paper a way to perform a fast and robust image segmentation and to track a contour along a sequence of images. Our approach is based on a dynamic de- formable model. More precisely, we revisit the physics based- model proposed in [1] to show the benefit of using a polar description to model the contour, in particular to cope with the well-known initialization problem. Indeed, we show that this way to proceed leads to diagonal and constant matrices in the equations of the snake evolution yielding therefore to a faster algorithm. Experimental results on image segmentation and contour tracking validate the efficiency of this new formulation
@InProceedings{Collewet09c,
Author = {Collewet, C.},
Title = {Polar snakes: A fast and robust parametric active contour model},
BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'09},
Pages = {3601--3604},
Address = {Cairo, Egypt},
Month = {November},
Year = {2009}
}
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