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Thesis (PDF) - Signal & Image Processing Lab

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68 CHAPTER 5. TREE SEMILATTICES<br />

tree associated to them.<br />

Proposition 4. Let T1 = (t, M1) and T2 = (t, M2). In this case,<br />

and<br />

where M1 �t M2 may not exist.<br />

T1 ∧ T2 = (t, M1 �t M2) , (5.5)<br />

T1 ∨ T2 = (t, M1 �t M2) , (5.6)<br />

Proof. The general infimum definition in equation 5.3 can be easily reduced to a<br />

simpler form if t1 = t2. Then t1 ∧ t2 becomes just t and the projection operator<br />

Pt1∧t2 has no effect because the trees are equal. For that reason the equation may be<br />

rewritten as above.<br />

In the similar way, the general supremum definition at equation 5.4 is reduced to<br />

the above form, because t ∪ t = t.<br />

The above is in fact the situation that occurs when one defines flat erosion and<br />

dilations on the complete inf-semilattice of tree representations. The flat erosion is<br />

the operator ε defined as:<br />

ε(T ) = �<br />

T−b, (5.7)<br />

b∈B<br />

where B is a structuring element, and T−b is the tree representation obtained by<br />

translating the mapping function of T by the vector −b. That is, if T = (t, M), then<br />

T−b = (t, M−b). It is easy to verify that the above operator is an erosion on T L<br />

r .<br />

Indeed, it is distributive with respect to the tree representation infimum.<br />

Using Proposition 4, one obtains that<br />

ε(T ) = (t, �t {M−b|b ∈ B}) . (5.8)<br />

According to the morphological semilattice theory [21], on a complete inf-semilattice,<br />

one can associate to any given erosion an opening γ and any morphological opera-<br />

tor that is derived from compositions of erosions and openings, such as the internal<br />

gradient, dark top-hat transform, and skeletons. Furthermore, the adjoint dilation δ

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