膨胀和侵蚀是基本的形态学处理操作,在应用于灰度或二值图像时会产生对比结果。
- 扩张:
膨胀是区域从其边界向外扩展的相反过程。Dilation is A XOR B.
- 侵蚀:
侵蚀涉及去除区域边缘的像素。Erosion is just the dual of Dilation.
膨胀和侵蚀都是由称为结构元素 (SE) 的 s 集的相互作用产生的。
膨胀和侵蚀的区别:
Dilation | Erosion |
---|---|
It increases the size of the objects. | It decreases the size of the objects. |
It fills the holes and broken areas. | It removes the small anomalies. |
It connects the areas that are separated by space smaller than structuring element. | It reduces the brightness of the bright objects. |
It increases the brightness of the objects. | It removes the objects smaller than the structuring element. |
Distributive, duality, translation and decomposition properties are followed. | It also follows the different properties like duality etc. |
It is XOR of A and B. | It is dual of dilation. |
It is used prior in Closing operation. | It is used later in Closing operation. |
It is used later in Opening operation. | It is used prior in Opening opeartion. |