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Last updated: Sun, 25 Nov 2007

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imageconvolution

(PHP 5 >= 5.1.0)

imageconvolution — Apply a 3x3 convolution matrix, using coefficient and offset

Beskrivelse

bool imageconvolution ( resource $image , array $matrix , float $div , float $offset )

Applies a convolution matrix on the image, using the given coefficient and offset.

Parameterliste

image

An image resource, returned by one of the image creation functions, such as imagecreatetruecolor().

matrix

A 3x3 matrix: an array of three arrays of three floats.

div

The divisor of the result of the convolution, used for normalization.

offset

Returneringsværdier

Returnerer TRUE ved succes, FALSE ved fejl.

Eksempler

Example#1 Embossing the PHP.net logo

<?php
$image 
imagecreatefromgif('http://www.php.net/images/php.gif');

$emboss = array(array(200), array(0, -10), array(00, -1));
imageconvolution($image$emboss1127);

header('Content-Type: image/png');
imagepng($imagenull9);
?>

Ovenstående eksempel vil udskrive:

Example#2 Gaussian blur

<?php
$image 
imagecreatetruecolor(180,40);

// Writes the text and apply a gaussian blur on the image
imagestring($image5108'Gaussian Blur Text'0x00ff00);
$gaussian = array(array(1.02.01.0), array(2.04.02.0), array(1.02.01.0));
imageconvolution($image$gaussian160);

// Rewrites the text for comparison
imagestring($image51018'Gaussian Blur Text'0x00ff00);

header('Content-Type: image/png');
imagepng($imagenull9);
?>

Ovenstående eksempel vil udskrive:

Notes

Note: Denne funktion er kun tilgængelig hvis PHP er kompileret med den medfølgende version af GD biblioteket.

Se også



imagecopy> <imagecolortransparent
Last updated: Sun, 25 Nov 2007
 
add a note add a note User Contributed Notes
imageconvolution
php at pulseforce dot com
02-Jan-2009 11:27
I forgot mention the easiest format of all:

<?php

$aFilter
= convFilter("
    2 0 0 0 -1 0 0 0 -1
"
);

?>

There's nothing nicer or quicker than just typing out the values and hitting space between each! ;-) Enjoy!
php at pulseforce dot com
02-Jan-2009 11:04
Here is something that you will find extremely handy while beta testing your convolution filters.

It's very time consuming to have something like:
$aFilter = array(
  array(-1, 2, -1),
  array(2, 4, 2),
  array(-1, 2, -1)
);

Because every time you're making a change you have to jump around a lot, and are forced to be careful with your edits to avoid destroying the array format (such as accidentally deleting a parenthesis or comma). That's not fun at all and very counter productive. Wouldn't it be good if you could just type the matrix out in text form and separate the entries with either spaces or tabs or newlines? Ie any of the following:

-1 2 -1
2 4 2
-1 2 -1

or

-1
2
-1
2
4
2
-1
2
-1

Well, now you can! I'd like to emphasis that you should only use this function for development purposes, while trying out different convolution matrices! And without further ado:

<?php

function convFilter($saFilter)
{
   
$aParts = preg_split('/\s+/s', $saFilter, -1, PREG_SPLIT_NO_EMPTY);
    if (
count($aParts) != 9) { return false; }
   
$aMatrix = array_chunk($aParts, 3);
    return
$aMatrix;
}

// Usage:

$aFilter = convFilter("
    1.0    2.0    1.0
    2.0    4.0    2.0
    1.0    2.0    1.0
"
);
imageconvolution($rImg, $aFilter, 16, 0);

?>

Enjoy! You can now type your matrices out in any way you want (even floats), as long as any form of whitespace separates the various numbers. Once you are done testing, just type the matrix out as a normal array to save on processing time.

And please post your convolution filters if you come up with some useful ones so they can be implemented by others. ;-)
Jase
13-Sep-2007 10:53
The comment below is an extremely good workaround

however, php did throw lots of warnings at me when i had error reporting set to E_ALL

this can be avoided with one line of code and no impact (as i can see) to the rest of the function

<?php
//include this file whenever you have to use imageconvolution...
//you can use in your project, but keep the comment below :)
//great for any image manipulation library
//Made by Chao Xu(Mgccl) 2/28/07
//www.webdevlogs.com
//V 1.0
if(!function_exists('imageconvolution')){
function
imageconvolution($src, $filter, $filter_div, $offset){
    if (
$src==NULL) {
        return
0;
    }
   
   
$sx = imagesx($src);
   
$sy = imagesy($src);
   
$srcback = ImageCreateTrueColor ($sx, $sy);
   
ImageCopy($srcback, $src,0,0,0,0,$sx,$sy);
   
    if(
$srcback==NULL){
        return
0;
    }
       
   
#FIX HERE
    #$pxl array was the problem so simply set it with very low values
   
$pxl = array(1,1);
   
#this little fix worked for me as the undefined array threw out errors

   
for ($y=0; $y<$sy; ++$y){
        for(
$x=0; $x<$sx; ++$x){
           
$new_r = $new_g = $new_b = 0;
           
$alpha = imagecolorat($srcback, $pxl[0], $pxl[1]);
           
$new_a = $alpha >> 24;
           
            for (
$j=0; $j<3; ++$j) {
               
$yv = min(max($y - 1 + $j, 0), $sy - 1);
                for (
$i=0; $i<3; ++$i) {
                       
$pxl = array(min(max($x - 1 + $i, 0), $sx - 1), $yv);
                   
$rgb = imagecolorat($srcback, $pxl[0], $pxl[1]);
                   
$new_r += (($rgb >> 16) & 0xFF) * $filter[$j][$i];
                   
$new_g += (($rgb >> 8) & 0xFF) * $filter[$j][$i];
                   
$new_b += ($rgb & 0xFF) * $filter[$j][$i];
                }
            }

           
$new_r = ($new_r/$filter_div)+$offset;
           
$new_g = ($new_g/$filter_div)+$offset;
           
$new_b = ($new_b/$filter_div)+$offset;

           
$new_r = ($new_r > 255)? 255 : (($new_r < 0)? 0:$new_r);
           
$new_g = ($new_g > 255)? 255 : (($new_g < 0)? 0:$new_g);
           
$new_b = ($new_b > 255)? 255 : (($new_b < 0)? 0:$new_b);

           
$new_pxl = ImageColorAllocateAlpha($src, (int)$new_r, (int)$new_g, (int)$new_b, $new_a);
            if (
$new_pxl == -1) {
               
$new_pxl = ImageColorClosestAlpha($src, (int)$new_r, (int)$new_g, (int)$new_b, $new_a);
            }
            if ((
$y >= 0) && ($y < $sy)) {
               
imagesetpixel($src, $x, $y, $new_pxl);
            }
        }
    }
   
imagedestroy($srcback);
    return
1;
}
}
?>
mgcclx at gmail dot com
01-Mar-2007 03:55
imageconvolution() does not appear in PHP with non-bundled GD libraries. It is a rare situation, but it still happens. That's why I wrote a replication of imageconvolution() in PHP. Compare to the post below, this one makes the use of offset and 30% faster.
Because it's written in PHP, it is 50 times slower than the bundled version.
Actually, this is a replication of gdimageconvolutaion() of GD library, it does not support data validating feature imageconvolution() have. But I guess people who uses this function knows their stuff.

THE SCRIPT:
<?php
//include this file whenever you have to use imageconvolution...
//you can use in your project, but keep the comment below :)
//great for any image manipulation library
//Made by Chao Xu(Mgccl) 2/28/07
//www.webdevlogs.com
//V 1.0
if(!function_exists('imageconvolution')){
function
imageconvolution($src, $filter, $filter_div, $offset){
    if (
$src==NULL) {
        return
0;
    }
   
   
$sx = imagesx($src);
   
$sy = imagesy($src);
   
$srcback = ImageCreateTrueColor ($sx, $sy);
   
ImageCopy($srcback, $src,0,0,0,0,$sx,$sy);
   
    if(
$srcback==NULL){
        return
0;
    }
       
    for (
$y=0; $y<$sy; ++$y){
        for(
$x=0; $x<$sx; ++$x){
           
$new_r = $new_g = $new_b = 0;
           
$alpha = imagecolorat($srcback, $pxl[0], $pxl[1]);
           
$new_a = $alpha >> 24;
           
            for (
$j=0; $j<3; ++$j) {
               
$yv = min(max($y - 1 + $j, 0), $sy - 1);
                for (
$i=0; $i<3; ++$i) {
                       
$pxl = array(min(max($x - 1 + $i, 0), $sx - 1), $yv);
                   
$rgb = imagecolorat($srcback, $pxl[0], $pxl[1]);
                   
$new_r += (($rgb >> 16) & 0xFF) * $filter[$j][$i];
                   
$new_g += (($rgb >> 8) & 0xFF) * $filter[$j][$i];
                   
$new_b += ($rgb & 0xFF) * $filter[$j][$i];
                }
            }

           
$new_r = ($new_r/$filter_div)+$offset;
           
$new_g = ($new_g/$filter_div)+$offset;
           
$new_b = ($new_b/$filter_div)+$offset;

           
$new_r = ($new_r > 255)? 255 : (($new_r < 0)? 0:$new_r);
           
$new_g = ($new_g > 255)? 255 : (($new_g < 0)? 0:$new_g);
           
$new_b = ($new_b > 255)? 255 : (($new_b < 0)? 0:$new_b);

           
$new_pxl = ImageColorAllocateAlpha($src, (int)$new_r, (int)$new_g, (int)$new_b, $new_a);
            if (
$new_pxl == -1) {
               
$new_pxl = ImageColorClosestAlpha($src, (int)$new_r, (int)$new_g, (int)$new_b, $new_a);
            }
            if ((
$y >= 0) && ($y < $sy)) {
               
imagesetpixel($src, $x, $y, $new_pxl);
            }
        }
    }
   
imagedestroy($srcback);
    return
1;
}
}
?>
interghost at crovortex dot com
31-Mar-2006 07:26
an implementation of this function for PHP versions <5.1
<?php
if(!function_exists("imageconvolution"))
{
 function
imageconvolution(&$img,$mat,$div,$off)
 {
   if(!
imageistruecolor($img) || !is_array($mat) || count($mat)!=3 || count($mat[0])!=3 || count($mat[1])!=3 || count($mat[2])!=3) return FALSE;
   unset(
$bojainfo);
   for(
$nx=0;$nx<imagesx($img)-1;$nx++)
   {
     for(
$ny=0;$ny<imagesy($img)-1;$ny++)
     {
       
$rgb=imagecolorat($img,$nx,$ny);
       
$bojainfo[$nx][$ny][r]=($rgb>>16)&0xFF;
       
$bojainfo[$nx][$ny][g]=($rgb>>8)&0xFF;
       
$bojainfo[$nx][$ny][b]=$rgb&0xFF;
     }
   }
   for(
$nx=1;$nx<imagesx($img)-1;$nx++)
   {
     for(
$ny=1;$ny<imagesy($img)-1;$ny++)
     {
       
$nr=$mat[0][0]*$bojainfo[$nx-1][$ny-1][r] + $mat[0][1]*$bojainfo[$nx][$ny-1][r] + $mat[0][2]*$bojainfo[$nx+1][$ny-1][r] + $mat[1][0]*$bojainfo[$nx-1][$ny][r] + $mat[1][1]*$bojainfo[$nx][$ny][r] + $mat[1][2]*$bojainfo[$nx+1][$ny][r] + $mat[2][0]*$bojainfo[$nx-1][$ny+1][r] + $mat[2][1]*$bojainfo[$nx][$ny+1][r] + $mat[2][2]*$bojainfo[$nx+1][$ny+1][r];
       
$nr=intval(round($nr/$div));
        if(
$nr<0) $nr=0;
        elseif(
$nr>255) $nr=255;
       
$ng=$mat[0][0]*$bojainfo[$nx-1][$ny-1][g]  + $mat[0][1]*$bojainfo[$nx][$ny-1][g] + $mat[0][2]*$bojainfo[$nx+1][$ny-1][g] + $mat[1][0]*$bojainfo[$nx-1][$ny][g] + $mat[1][1]*$bojainfo[$nx][$ny][g] + $mat[1][2]*$bojainfo[$nx+1][$ny][g] + $mat[2][0]*$bojainfo[$nx-1][$ny+1][g] + $mat[2][1]*$bojainfo[$nx][$ny+1][g] + $mat[2][2]*$bojainfo[$nx+1][$ny+1][g];
       
$ng=intval(round($ng/$div));
        if(
$ng<0) $ng=0;
        elseif(
$ng>255) $ng=255;
       
$nb=$mat[0][0]*$bojainfo[$nx-1][$ny-1][b] + $mat[0][1]*$bojainfo[$nx][$ny-1][b] + $mat[0][2]*$bojainfo[$nx+1][$ny-1][b] + $mat[1][0]*$bojainfo[$nx-1][$ny][b] + $mat[1][1]*$bojainfo[$nx][$ny][b] + $mat[1][2]*$bojainfo[$nx+1][$ny][b] + $mat[2][0]*$bojainfo[$nx-1][$ny+1][b] + $mat[2][1]*$bojainfo[$nx][$ny+1][b] + $mat[2][2]*$bojainfo[$nx+1][$ny+1][b];
       
$nb=intval(round($nb/$div));
        if(
$nb<0) $nb=0;
        elseif(
$nb>255) $nb=255;
       
$nrgb=($nr<<16)+($ng<<8)+$nb;
        if(!
imagesetpixel($img,$nx,$ny,$nrgb)) return FALSE;
     }
   }
   return
TRUE;
  }
}
?>

it's a bit slowish so I wouldn't recommend big images, also offset is not implemented (don't know what it's suppose to do)
mlconnor at yahoo dot com
21-Mar-2006 05:00
I've seen many people come up with ways to do a drop shadow behind a rectangle such as a picture.  I haven't found one yet that was fast, PHP 4 complaint, and nice looking.  Here is one I came up with last night.  It takes an image, fills it with the background, and creates a blurred drop shadow at the specified coords using the colors and the distance offset specified.  It looks great!!!

  function blurRect(&$image, $distance, $rectX1, $rectY1, $rectX2, $rectY2, $shadowR, $shadowG, $shadowB, $backR, $backG, $backB) {

    $potentialOverlap = ($distance * 2) * ($distance * 2);

    $backgroundColor = imagecolorallocate($image, $backR, $backG, $backB);
    $shadowColor = imagecolorallocate($image, $shadowR, $shadowG, $shadowB);

    $imageWidth = imagesx($image);
    $imageHeight = imagesy($image);

    imageFilledRectangle($image, 0, 0, $imageWidth - 1, $imageHeight - 1, $backgroundColor);
    imageFilledRectangle($image, $rectX1, $rectY1, $rectX2, $rectY2, $shadowColor);

    for ( $pointX = $rectX1 - $distance; $pointX < $imageWidth; $pointX++ ) {
      for ( $pointY = $rectY1 - $distance; $pointY < $imageHeight; $pointY++ ) {

        if ( $pointX > $rectX1 + $distance &&
             $pointX < $rectX2 - $distance &&
             $pointY > $rectY1 + $distance &&
             $pointY < $rectY2 - $distance ) {
          $pointY = $rectY2 - $distance;
        }

        $boxX1 = $pointX - $distance;
        $boxY1 = $pointY - $distance;
        $boxX2 = $pointX + $distance;
        $boxY2 = $pointY + $distance;

        $xOverlap = max(0, min($boxX2, $rectX2) - max($boxX1, $rectX1));
        $yOverlap = max(0, min($boxY2, $rectY2) - max($boxY1, $rectY1));

        $totalOverlap = $xOverlap * $yOverlap;
        $shadowPcnt = $totalOverlap / $potentialOverlap;
        $backPcnt = 1.0 - $shadowPcnt;

        $newR = $shadowR * $shadowPcnt + $backR * $backPcnt;
        $newG = $shadowG * $shadowPcnt + $backG * $backPcnt;
        $newB = $shadowB * $shadowPcnt + $backB * $backPcnt;

        $newcol = imagecolorallocate($image, $newR, $newG, $newB);
        imagesetpixel($image, $pointX, $pointY, $newcol);
      }
    }
  }
jonathan dot aquino at gmail dot com
18-Jan-2006 05:30
For those who don't have PHP 5.1 and thus don't have imageconvolution, I found some code to do blurring: http://www.hudzilla.org/php/11_2_25.php  Works quite nicely.
dyer85 at gmail dot com
07-Jan-2006 10:24
Took me a while, but thanks to a couple of the user notes on the array_values PHP documentation page, I was able to come up with a way to dynamically compute the divisor.

I'm using PHP 5.1.0b2 on Win32 with the bundled GD library. When I try and use the imageconvolution function, whether normally, or via the functions below, the resulting image (I've only tried JPEGs and GIFs), always comes out far too bright, even when the divisor makes matrix sum equal to 1. The only thing that would reduce the brightness was to make the offset argument ridiculously large. So, I'm not sure if this effects anyone else.

Here are the functions with an example:

<?php
$im
= imagecreatefromjpeg('path/to/pic.jpg');
$matrix = array(   array(5,5,5),
                   array(
5,15,5),
                   array(
5,5,5) );
makeFilter($im, $matrix);

header ( 'Content-Type: image/jpeg' );
imagejpeg($im);
imagedestroy($im);

/**
 * functions
 */
// This flattens the 3X3 array matrix, so we can get the sum of all the values
function array_flatten($array) {
    (array)
$tempArray = array();

    foreach (
$array as $value ) {
        if (
is_array($value) ) {
           
$tempArray = array_merge($tempArray, array_flatten($value));
        } else {
           
$tempArray[] = $value;
        }
    }

    return
$tempArray;
}

// Creates the divisor value dynamically, and passes offset
function makeFilter($resource, $matrix, $offset=1.0) {
    global $
$resource;
    (float)
$divisor = array_sum(array_flatten($matrix));
    return
imageconvolution($resource, $matrix, $divisor, $offset) ? true : false;
}
?>
27-Oct-2005 12:32
The example below didn't provide a 3x3 matrix. Correctly, it's a multidimensional array.

<?php
    $matrix
= array(    array( -1, -1, -1 ),
                        array( -
1, 16, -1 ),
                        array( -
1, -1, -1 ) );
?>
timeshifting at gmail dot com
24-Aug-2005 10:40
Matrices can be used for sharpening, blurring, edge detection, etc, ala Photoshop.

A sharpening example:

<?php

$sharpenMatrix
= array(-1,-1,-1,-1,16,-1,-1,-1,-1);
$divisor = 8;
$offset = 0;

imageconvolution($myImage, $sharpenMatrix, $divisor, $offset);

?>

Below is some information on building different kinds of matrices. (If you have photoshop (or PSP, GIMP) you can test out your matrices before applying them in PHP)

http://loriweb.pair.com/8udf-basics.html (covers blurs)
http://loriweb.pair.com/8udf-sharpen.html
http://loriweb.pair.com/8udf-edges.html
http://loriweb.pair.com/8udf-emboss.html

imagecopy> <imagecolortransparent
Last updated: Sun, 25 Nov 2007
 
 
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