| Image-Seek documentation | Contained in the Image-Seek distribution. |
Image::Seek - A port of ImgSeek to Perl
use Image::Seek qw(loaddb add_image query_id savedb);
loaddb("haar.db");
# EITHER
my $img = Imager->new();
$img->open(file => "photo-216.jpg");
# OR
my $img = Image::Imlib2->load("photo-216.jpg");
# Then...
add_image($img, 216);
savedb("haar.db");
my @results = query_id(216); # What looks like this photo?
ImgSeek (http://www.imgseek.net/) is an implementation of Haar wavelet
decomposition techniques to find similar pictures in a library. This
module is port of the ImgSeek library to Perl's XS. It can deal with
image objects produced by the Imager and Image::Imlib2 libraries.
None by default, but the following functions are available:
Dumps the state of the norms and image buckets to the file $file.
Loads a database of image norms produced by savedb
Clears the internal database. Note that loaddb will load into memory
a bunch of data that you may already have - it will duplicate rather
than replace this data, so results will be skewed if you load a database
multiple times without clearing it in between.
Adds the image object to the database, keyed against the numeric id
$id. This will compute the Haar transformation for a 128x128
thumbnail of the image, and then store its norms into a database in
memory.
This queries the internal database for pictures which are "like" number
$id. It returns a list of $results results (by default, 10);
a result is an array reference. The first element is the ID of a
picture, the second is a score. So for example:
query_id(2481, 5)
returns, in a shoot I have, the following:
[ 2481, -38.3800003528595 ],
[ 2480, -37.5519620793145 ],
[ 2478, -37.39896965962 ],
[ 2479, -37.2777427507208 ],
[ 2584, -10.0803730081134 ],
[ 2795, -7.89326129961427 ]
Notice that the scores go the opposite way to what you might imagine: lower is better. The results come out sorted, and the first result is the thing you queried for.
http://www.imgseek.net/
Simon Cozens, <simon@cpan.org<gt>
All the clever bits were written by Ricardo Niederberger Cabral; I just mangled them to wrap Perl around them.
Copyright (C) 2005 by Simon Cozens
This library is free software; as it is a derivative work of imgseek, this library is distributed under the same terms (GPL) as imgseek.
| Image-Seek documentation | Contained in the Image-Seek distribution. |
package Image::Seek; use 5.006; use strict; use warnings; use Carp; require Exporter; use AutoLoader; our @ISA = qw(Exporter); our %EXPORT_TAGS = ( 'all' => [ qw( add_image query_id loaddb savedb cleardb add_image_imager add_image_imlib2 ) ] ); our @EXPORT_OK = ( @{ $EXPORT_TAGS{'all'} } ); our @EXPORT = qw( ); our $VERSION = '0.01'; require XSLoader; XSLoader::load('Image::Seek', $VERSION);
sub add_image { my ($image, $id) = @_; if (UNIVERSAL::isa($image, "Imager")) { goto &add_image_imager } if (UNIVERSAL::isa($image, "Image::Imlib2")) { goto &add_image_imlib2 } croak "Don't know what sort of image $image is"; } sub add_image_imager { my ($img, $id) = @_; my ($reds, $blues, $greens); require Imager; my $thumb = $img->scaleX(pixels => 128)->scaleY(pixels => 128); for my $y (0..127) { my @cols = $thumb->getscanline(y => $y); for (@cols) { my ($r, $g, $b) = $_->rgba; $reds .= chr($r); $blues .= chr($b); $greens .= chr($g); } } addImage($id, $reds, $greens, $blues); } use Digest::MD5 ("md5_hex"); sub add_image_imlib2 { my ($img, $id) = @_; my ($reds, $blues, $greens); require Image::Imlib2; my $thumb = $img->create_scaled_image(128,128); for my $y (0..127) { for my $x (0..127) { my ($r, $g, $b,$a) = $thumb->query_pixel($x,$y); $reds .= chr($r); $blues .= chr($b); $greens .= chr($g); } } addImage($id, $reds, $greens, $blues); } sub query_id { my $id = shift; my $results = shift || 10; queryImgID($id, $results); my @r = results(); my @rv; unshift @rv, [shift @r, shift @r] while @r; @rv; } 1; __END__