Clarification on How to derive Voronoi diagram from Delaunay triangulation in linear time
Definitions:
Assume that a set of points $P={p_1,dots,p_n}$ in $mathbb R^d $ is given. For each $p_i in P$, the Voronoi region of $p_i$ is defined as:
$Vor(p_i)={pinmathbb R^d:forall p_jin Pquad p_jneq p_iimplies ||p-p_i||leq||p-p_j||}$
And the Voronoi diagram of $P$ is defined as:
$V(P)=cup_{p_iin P} Vor(p_i)$
Delaunay triangulation of $P$ is a triangulation $DT(P)$ such that no point in $P$ is inside the circumcircle of any triangle in $DT(P)$.
We know that Delaunay triangulation is the dual of Voronoi diagram.
Question:
How can we derive Voronoi diagram from Delaunay triangulation in linear time?
So, as the input, we have some points in $mathbb R^d$ and we know that which points are connected. The output should be the Voronoi diagram of that points.
What I know:
One method was to consider a list in which each element has a point and the triangles having it as a vertex. But it seems that obtaining this list takes more than $O(n)$ time. There was another method which said we have to compute the intersection of perpendicular bisectors of Delaunay edges. The problem with this method is that the bisectors are infinite. I'm looking for a precise algorithm which can be implemented in a computer. So, I know the ideas but it's not enough.
Note: I know that this question has been asked many times. But it seems that the time complexity was not important. Another problem is that the answers were not precise enough.
computational-geometry triangulation voronoi-diagram
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
add a comment |
Definitions:
Assume that a set of points $P={p_1,dots,p_n}$ in $mathbb R^d $ is given. For each $p_i in P$, the Voronoi region of $p_i$ is defined as:
$Vor(p_i)={pinmathbb R^d:forall p_jin Pquad p_jneq p_iimplies ||p-p_i||leq||p-p_j||}$
And the Voronoi diagram of $P$ is defined as:
$V(P)=cup_{p_iin P} Vor(p_i)$
Delaunay triangulation of $P$ is a triangulation $DT(P)$ such that no point in $P$ is inside the circumcircle of any triangle in $DT(P)$.
We know that Delaunay triangulation is the dual of Voronoi diagram.
Question:
How can we derive Voronoi diagram from Delaunay triangulation in linear time?
So, as the input, we have some points in $mathbb R^d$ and we know that which points are connected. The output should be the Voronoi diagram of that points.
What I know:
One method was to consider a list in which each element has a point and the triangles having it as a vertex. But it seems that obtaining this list takes more than $O(n)$ time. There was another method which said we have to compute the intersection of perpendicular bisectors of Delaunay edges. The problem with this method is that the bisectors are infinite. I'm looking for a precise algorithm which can be implemented in a computer. So, I know the ideas but it's not enough.
Note: I know that this question has been asked many times. But it seems that the time complexity was not important. Another problem is that the answers were not precise enough.
computational-geometry triangulation voronoi-diagram
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
add a comment |
Definitions:
Assume that a set of points $P={p_1,dots,p_n}$ in $mathbb R^d $ is given. For each $p_i in P$, the Voronoi region of $p_i$ is defined as:
$Vor(p_i)={pinmathbb R^d:forall p_jin Pquad p_jneq p_iimplies ||p-p_i||leq||p-p_j||}$
And the Voronoi diagram of $P$ is defined as:
$V(P)=cup_{p_iin P} Vor(p_i)$
Delaunay triangulation of $P$ is a triangulation $DT(P)$ such that no point in $P$ is inside the circumcircle of any triangle in $DT(P)$.
We know that Delaunay triangulation is the dual of Voronoi diagram.
Question:
How can we derive Voronoi diagram from Delaunay triangulation in linear time?
So, as the input, we have some points in $mathbb R^d$ and we know that which points are connected. The output should be the Voronoi diagram of that points.
What I know:
One method was to consider a list in which each element has a point and the triangles having it as a vertex. But it seems that obtaining this list takes more than $O(n)$ time. There was another method which said we have to compute the intersection of perpendicular bisectors of Delaunay edges. The problem with this method is that the bisectors are infinite. I'm looking for a precise algorithm which can be implemented in a computer. So, I know the ideas but it's not enough.
Note: I know that this question has been asked many times. But it seems that the time complexity was not important. Another problem is that the answers were not precise enough.
computational-geometry triangulation voronoi-diagram
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
Definitions:
Assume that a set of points $P={p_1,dots,p_n}$ in $mathbb R^d $ is given. For each $p_i in P$, the Voronoi region of $p_i$ is defined as:
$Vor(p_i)={pinmathbb R^d:forall p_jin Pquad p_jneq p_iimplies ||p-p_i||leq||p-p_j||}$
And the Voronoi diagram of $P$ is defined as:
$V(P)=cup_{p_iin P} Vor(p_i)$
Delaunay triangulation of $P$ is a triangulation $DT(P)$ such that no point in $P$ is inside the circumcircle of any triangle in $DT(P)$.
We know that Delaunay triangulation is the dual of Voronoi diagram.
Question:
How can we derive Voronoi diagram from Delaunay triangulation in linear time?
So, as the input, we have some points in $mathbb R^d$ and we know that which points are connected. The output should be the Voronoi diagram of that points.
What I know:
One method was to consider a list in which each element has a point and the triangles having it as a vertex. But it seems that obtaining this list takes more than $O(n)$ time. There was another method which said we have to compute the intersection of perpendicular bisectors of Delaunay edges. The problem with this method is that the bisectors are infinite. I'm looking for a precise algorithm which can be implemented in a computer. So, I know the ideas but it's not enough.
Note: I know that this question has been asked many times. But it seems that the time complexity was not important. Another problem is that the answers were not precise enough.
computational-geometry triangulation voronoi-diagram
computational-geometry triangulation voronoi-diagram
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
asked Dec 13 '18 at 9:08
Arman MalekzadehArman Malekzadeh
1,7951028
1,7951028
add a comment |
add a comment |
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