Douglas-Peucker Polygon/Line Simplification in Perl
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# Douglas - Peucker algorithm
# Author. John D. Coryat 01/2007 USNaviguide.com
# Adapted from: http://mapserver.gis.umn.edu/community/scripts/thin.pl
##
# Douglas-Peucker polyline simplification algorithm. First draws single line
# from start to end. Then finds largest deviation from this straight line, and if
# greater than tolerance, includes that point, splitting the original line into
# two new lines. Repeats recursively for each new line created.
##
package USNaviguide_Douglas_Peucker ;
require 5.003 ;
use strict ;
BEGIN {
use Exporter ;
use vars qw ( $VERSION @ISA @EXPORT) ;
$VERSION = 1.0 ;
@ISA = qw ( Exporter ) ;
@EXPORT = qw (
Douglas_Peucker
perp_distance
haversine_distance_meters
angle3points
) ;
}
# Call as: @Opoints = &Douglas_Peucker( <reference to input array of points>, <tolerance>) ;
# Returns: Array of points
# Points Array Format:
# ([lat1,lng1],[lat2,lng2],...[latn,lngn])
#
sub Douglas_Peucker
{
my $href = shift ;
my $tolerance = shift ;
my @Ipoints = @$href ;
my @Opoints = ( ) ;
my @stack = ( ) ;
my $fIndex = 0 ;
my $fPoint = '' ;
my $aIndex = 0 ;
my $anchor = '' ;
my $max = 0 ;
my $maxIndex = 0 ;
my $point = '' ;
my $dist = 0 ;
my $polygon = 0 ; # Line Type
$anchor = $Ipoints[0] ; # save first point
push( @Opoints, $anchor ) ;
$aIndex = 0 ; # Anchor Index
# Check for a polygon: At least 4 points and the first point == last point...
if ( $#Ipoints >= 4 and $Ipoints[0] == $Ipoints[$#Ipoints] )
{
$fIndex = $#Ipoints - 1 ; # Start from the next to last point
$polygon = 1 ; # It's a polygon
} else
{
$fIndex = $#Ipoints ; # It's a path (open polygon)
}
push( @stack, $fIndex ) ;
# Douglas - Peucker algorithm...
while(@stack)
{
$fIndex = $stack[$#stack] ;
$fPoint = $Ipoints[$fIndex] ;
$max = $tolerance ; # comparison values
$maxIndex = 0 ;
# Process middle points...
for (($aIndex+1) .. ($fIndex-1))
{
$point = $Ipoints[$_] ;
$dist = &perp_distance($anchor, $fPoint, $point);
if( $dist >= $max )
{
$max = $dist ;
$maxIndex = $_;
}
}
if( $maxIndex > 0 )
{
push( @stack, $maxIndex ) ;
} else
{
push( @Opoints, $fPoint ) ;
$anchor = $Ipoints[(pop @stack)] ;
$aIndex = $fIndex ;
}
}
if ( $polygon ) # Check for Polygon
{
push( @Opoints, $Ipoints[$#Ipoints] ) ; # Add the last point
# Check for collapsed polygons, use original data in that case...
if( $#Opoints < 4 )
{
@Opoints = @Ipoints ;
}
}
return ( @Opoints ) ;
}
# Calculate Perpendicular Distance in meters between a line (two points) and a point...
# my $dist = &perp_distance( <line point 1>, <line point 2>, <point> ) ;
sub perp_distance # Perpendicular distance in meters
{
my $lp1 = shift ;
my $lp2 = shift ;
my $p = shift ;
my $dist = &haversine_distance_meters( $lp1, $p ) ;
my $angle = &angle3points( $lp1, $lp2, $p ) ;
return ( sprintf("%0.6f", abs($dist * sin($angle)) ) ) ;
}
# Calculate Distance in meters between two points...
sub haversine_distance_meters
{
my $p1 = shift ;
my $p2 = shift ;
my $O = 3.141592654/180 ;
my $b = $$p1[0] * $O ;
my $c = $$p2[0] * $O ;
my $d = $b - $c ;
my $e = ($$p1[1] * $O) - ($$p2[1] * $O) ;
my $f = 2 * &asin( sqrt( (sin($d/2) ** 2) + cos($b) * cos($c) * (sin($e/2) ** 2)));
return sprintf("%0.4f",$f * 6378137) ; # Return meters
sub asin
{
atan2($_[0], sqrt(1 - $_[0] * $_[0])) ;
}
}
# Calculate Angle in Radians between three points...
sub angle3points # Angle between three points in radians
{
my $p1 = shift ;
my $p2 = shift ;
my $p3 = shift ;
my $m1 = &slope( $p2, $p1 ) ;
my $m2 = &slope( $p3, $p1 ) ;
return ($m2 - $m1) ;
sub slope # Slope in radians
{
my $p1 = shift ;
my $p2 = shift ;
return( sprintf("%0.6f",atan2( (@$p2[1] - @$p1[1]),( @$p2[0] - @$p1[0] ))) ) ;
}
}
1;
__END__
=head1 SYNOPSIS
# Test Program:
# Douglas - Peucker Test Program
# Author. John D. Coryat 01/2007 USNaviguide.com
use strict;
my $infile = $ARGV[0] ;
my $outfile = $ARGV[1] ;
my $tolerance = $ARGV[2] ;
my @Ipoints = ( ) ;
my @Opoints = ( ) ;
my $data = '' ;
if(!$infile or !$outfile or !$tolerance)
{
print "Usage: douglas-peucker.pl <input file name> <output file name> <tolerance in meters>\n";
print "Data format: (lat,lng)\n" ;
exit ;
}
if ( $tolerance <= 0 )
{
print "Tolerance (meters) must be greater than zero.\n" ;
exit
}
if ( !(-s $infile) )
{
print "Input File ($infile) not found.\n" ;
exit
}
if (-s $outfile)
{
print "Output File ($outfile) exists.\n" ;
exit
}
open IN, $infile ;
while ( $data = )
{
if ( $data =~ /\((.*),(.*)\)/ )
{
push( @Ipoints, [$1,$2] ) ;
}
}
close IN ;
@Opoints = &Douglas_Peucker( \@Ipoints, $tolerance ) ;
open OUT, ">$outfile" ;
foreach $data (@Opoints)
{
print OUT "($$data[0],$$data[1])\n" ;
}
close OUT ;
print "Input: " . $#Ipoints . " Output: " . $#Opoints . " Tolerance: $tolerance\n" ;
=cut
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Copyright © 1997-2009 USNaviguide.com. All rights reserved.
This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA.