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Add ability to define custom pixel difference calculators
Add default calculation method and scaled alpha calculation method.
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<?php | ||
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namespace AssertGD; | ||
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use AssertGD\GDImage; | ||
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/** | ||
* Difference calculator. | ||
* | ||
* Determines the difference between two given images. | ||
*/ | ||
interface DiffCalculator | ||
{ | ||
/** | ||
* Calculates the difference between two pixels at the given coordinates. | ||
* | ||
* This method will be provided with two `GDImage` objects representing the images being compared, and co-ordinates | ||
* of the pixel being compared. | ||
* | ||
* The method should return a float value between 0 and 1 inclusive, with 0 meaning that the pixels of both images | ||
* at the given co-ordinates are an exact match, and 1 meaning that the pixels are the complete opposite. | ||
*/ | ||
public function calculate(GDImage $imageA, GDImage $imageB, int $pixelX, int $pixelY): float; | ||
} |
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<?php | ||
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namespace AssertGD\DiffCalculator; | ||
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use AssertGD\DiffCalculator; | ||
use AssertGD\GDImage; | ||
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/** | ||
* Calculate the difference between two pixels using the RGBA channels. | ||
* | ||
* This is the default calculation method used by the `AssertGD` package. It simply takes each individual channel and | ||
* compares the delta between the channel values of the two images. | ||
* | ||
* This works well for most images, but may not work for images with transparent pixels if the transparent pixels have | ||
* different RGB values. | ||
*/ | ||
class RgbaChannels implements DiffCalculator | ||
{ | ||
public function calculate(GDImage $imageA, GDImage $imageB, int $pixelX, int $pixelY): float | ||
{ | ||
$pixelA = $imageA->getPixel($pixelX, $pixelY); | ||
$pixelB = $imageB->getPixel($pixelX, $pixelY); | ||
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$diffR = abs($pixelA['red'] - $pixelB['red']) / 255; | ||
$diffG = abs($pixelA['green'] - $pixelB['green']) / 255; | ||
$diffB = abs($pixelA['blue'] - $pixelB['blue']) / 255; | ||
$diffA = abs($pixelA['alpha'] - $pixelB['alpha']) / 127; | ||
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return ($diffR + $diffG + $diffB + $diffA) / 4; | ||
} | ||
} |
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<?php | ||
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namespace AssertGD\DiffCalculator; | ||
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use AssertGD\DiffCalculator; | ||
use AssertGD\GDImage; | ||
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/** | ||
* Calculate the difference between two pixels using the RGB channels, and scales down the RGB difference by the alpha | ||
* channel. | ||
* | ||
* This calculation will pre-multiply the RGB channels by the opacity percentage (alpha) of the pixel, meaning that a | ||
* translucent pixel will have less of an impact on the overall difference than an opaque pixel. For transparent pixels, | ||
* this will mean that the RGB difference will be scaled down to zero, effectively meaning that transparent pixels will | ||
* match regardless of their RGB values. | ||
* | ||
* This calculation method is useful for images with transparent pixels or images that have been anti-aliased or | ||
* blurred over a transparent background, effectively making translucent pixels less likely to cause a false positive as | ||
* being different. | ||
*/ | ||
class ScaledRgbChannels implements DiffCalculator | ||
{ | ||
public function calculate(GDImage $imageA, GDImage $imageB, int $pixelX, int $pixelY): float | ||
{ | ||
$pixelA = $this->premultiply($imageA->getPixel($pixelX, $pixelY)); | ||
$pixelB = $this->premultiply($imageB->getPixel($pixelX, $pixelY)); | ||
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$diffR = abs($pixelA['red'] - $pixelB['red']) / 255; | ||
$diffG = abs($pixelA['green'] - $pixelB['green']) / 255; | ||
$diffB = abs($pixelA['blue'] - $pixelB['blue']) / 255; | ||
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return ($diffR + $diffG + $diffB) / 4; | ||
} | ||
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protected function premultiply(array $pixel) | ||
{ | ||
$alpha = 1 - ($pixel['alpha'] / 127); | ||
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return [ | ||
'red' => $pixel['red'] * $alpha, | ||
'green' => $pixel['green'] * $alpha, | ||
'blue' => $pixel['blue'] * $alpha, | ||
]; | ||
} | ||
} |
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