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2D Line Curvature and Normals

version 1.3 (8.97 KB) by

Accurate Curvature and Normals of a line/contour consisting of 2D points

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15 Ratings

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LineCurvature2D, This function calculates the curvature of a 2D line. It first fits polygons to the points. Then calculates the analytical curvature from the polygons.

K = LineCurvature2D(Vertices,Lines)

inputs,
Vertices : A M x 2 list of line points.
(optional)
Lines : A N x 2 list of line pieces, by indices of the vertices
(if not set assume Lines=[1 2; 3 4 ; ... ; M-1 M])

outputs,
K : M x 1 Curvature values

.
.
LineNormals2D, This function calculates the normals, of the line. Using the neighbouring points of each line/contour point, and forward an backward differences on the end points

N=LineNormals2D(V,L)

inputs,
V : List of points/vertices 2 x M
(optional)
Lines : A N x 2 list of line pieces, by indices of the vertices
(if not set assume Lines=[1 2; 3 4 ; ... ; M-1 M])

outputs,
N : The normals of the Vertices 2 x M

Comments and Ratings (20)

dodo

dodo (view profile)

Yaoshen Yuan

linfeng yang

Ilya Belevich

you23cef

Anwer khan

Ben King

Bojan

Bojan (view profile)

Hi . Can this code be used to break the curved line into small line segments of appropriate size with their ends overlapped to some small extent and then take hough transform?

can the code be used to find singular points in fingerprint? if yes how plz? thx. Ajit

From what i understand the algorithm only uses the direct neighbors of the point to be evaluated correct? is it possible to include multiple nearby points to get a more accurate result?

Khalid Ali

What is meant by lines?

rabeeah

very useful code. i would also like to know the mathematical model used. does it use the freeman chain code Dirk?

Michael

Thank you, good code to find in my case finger tips on a hand scan

Yunfeng

Simon

Simon (view profile)

Is there any literature to back this up??
Also, the grammar in the comments needs serious work....

Willy

Willy (view profile)

Thank you! Very usefull code! I would like to understand the maths behind the code better. Is this code based on some literature?

I would like to point out a small typo:-
*****(correct)****
if(nargin<2)
L=[(1:(size(V,1)-1))' (2:size(V,1))'];
end
*****
In the code I saw,the above was :-
*****(typo)*****
Lines=[(1:(size(Vertices,1)-1))' (2:size(Vertices,1))'];
*****

Updates

1.3

Corrected typo reported by Ravikiran Janardhana

MATLAB Release
MATLAB 7.12 (R2011a)
Acknowledgements

Inspired: thick_line(x,y,thickness)

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