Few people use the probability theory in order to achieve image segmentation with snake models. In this article, we are presenting an active contour algorithm based on a probability approach inspired by A. Blake work and P. R{\'e}fr{\'e}gier's team research in France. Our algorithm, both very fast and highly accurate as far as contour description is concerned, is easily adaptable to any specific application.
翻译:鲜有研究者运用概率理论实现基于蛇形模型的图像分割。本文提出一种基于概率方法的主动轮廓算法,该方法灵感源自A. Blake的研究成果及法国P. R{\'e}fr{\'e}gier团队的研究工作。本算法在轮廓描述方面兼具极快的运算速度与高精度特性,且能轻松适配各类特定应用场景。