written 8.4 years ago by |
Thinning:
In thinning the boundary of the object is subtracted from the object.
For a image A and a Composite structuring element $B = (B_1,B_2)$,Thinning can be defined as,
$A Ø B = A ∩ (A \otimes B)^C$
Thickening:
In Thickening a part of boundary of the background is added to the object.
For a image A and a Composite structuring element B = (B1,B2),Thickening can be defined as,
$A ʘ B = A U (A \otimes B)$
Thinning and Thickening are dual operations.i.e.,
$(A ʘ B)^C = A^C Ø B;$
Thinning and Thickening transformations are very often used sequentially,
Let $B = {B_1,B_2,……B_n}$ denote a sequence of composite structuring elements.Here Bn is the rotated version of Bn-1.Sequential Thinning can then be expressed as,
$A Ø {B} = (((A Ø B_1) Ø B_2) Ø B_3)Ø………B_n).$
And sequential thickening as,
$A ʘ {B} = (((A ʘ B_1) ʘ B_2) ʘ B_3) ʘ………B_n).$
The process to thin image A by $B_1$ then thin the result with $B_2$ ans so on until A is thinned with $B_n$ similarly,D is thickened by apply $B_1,B_2……B_n$.
Note: Thinning and Thickening can be explained by solving an example if asked for 10 Mks.