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Chapter 3 ■ Digital Morphology   123


                               for instance, that dilation makes the small hole in the top of each key smaller,
                               whereas the erosion made them larger.















                                           (a)                    (b)                    (c)
                               Figure 3.24: Grey-scale erosion and dilation. (a) Original. (b) Dilated by simple. (c) Eroded
                               by simple.


                               3.4.1 Opening and Closing

                               Opening and closing a grey-scale image is done in the same way as before,
                               except that the grey-scale erosion and dilation operators are used — that is,
                               an opening is a grey-scale erosion followed by a grey-scale dilation using the
                               same structuring element, and a closing is vice versa. However, intuitively it
                               is more useful to use a geometric model to see what is happening.
                                 Consider a grey-level image to be a three-dimensional surface, where the
                               horizontal (x) and vertical (y) axes are as before, and the depth (z)axisisgiven
                               by the grey value of the pixel. A structuring element will also be a grey-level
                               image, and in particular consider one that is spherical such as:

                                 00 0000 0000 0
                                 00 1112 1110 0
                                 01 1223 2211 0
                                 01 2334 3321 0
                                 01 2355 5321 0
                                 02 3456 5432 0
                                 01 2355 5321 0
                                 01 2334 3321 0

                                 01 1223 2211 0
                                 00 1112 1110 0
                                 00 0000 0000 0
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