Thevenaz P, Unser M
Biomedical Imaging Group, Lausanne, Switzerland.
IEEE Trans Image Process. 2008 Apr;17(4):585-93. doi: 10.1109/TIP.2007.914742.
A snakuscule (a minuscule snake) is the simplest active contour that we were able to design while keeping the quintessence of traditional snakes: an energy term governed by the data, and a regularization term. Our construction is an area-based snake, as opposed to curve-based snakes. It is parameterized by just two points, thus further easing requirements on the optimizer. Despite their ultimate simplicity, snakuscules retain enough versatility to be employed for solving various problems such as cell counting and segmentation of approximately circular features. In this paper, we detail the design process of a snakuscule and illustrate its usefulness through practical examples. We claim that our didactic intentions are well served by the simplicity of snakuscules.
微蛇(一种极小的蛇)是我们能够设计出的最简单的活动轮廓,同时保留了传统蛇形模型的精髓:一个由数据控制的能量项和一个正则化项。我们构建的是基于区域的蛇形模型,与基于曲线的蛇形模型不同。它仅由两个点进行参数化,从而进一步降低了对优化器的要求。尽管微蛇极其简单,但仍具有足够的通用性,可用于解决各种问题,如细胞计数和近似圆形特征的分割。在本文中,我们详细介绍了微蛇的设计过程,并通过实际示例说明其用途。我们认为微蛇的简单性很好地实现了我们的教学目的。