I am building a image galley using PHP and MySQL where I want to implement Image search by it's color. By following Imagick::getImageHistogram i got the most presented colors from the images.
<?php
$image = new Imagick("thing.png");
$pixels=$image->getImageHistogram();
foreach($pixels as $p){
$colors = $p->getColor();
foreach($colors as $c){
print( "$c\t" );
}
print( "\t:\t" . $p->getColorCount() . "\n" );
}
?>
This will print out something like:
Red Green Blue Alpha : No of times appeared
252 250 252 1 : 125
194 156 182 1 : 126
109 18 79 1 : 11440
2 117 162 1 : 12761
255 255 255 1 : 40769
Although I am done with getting the colors, I am stuck with designing the database to store the color information along with image path in the database.
My question is how to design a database (table structure) to store this kind of data where search can query can be applied in an effective manner.
Update:
Secondly how can I get the images with a matching color. Let's say user is searching for a color #ff0000, then how can I get all the nearest matched images from the database.
Thank You
You should normalize this.
3 Tables:
Image {image_id, name}
Colors {color_id, red, green, blue, alpha}
ImageHasColor {image_id, color_id, number_of_times_appeared}
Inserting data should be simple, use ...insert_id
functions to get the id from the row you just inserted.
Select with joins like:
SELECT * FROM
Image i
JOIN ImageHasColors h
ON i.image_id = h.image_id
JOIN Colors c
ON c.color_id = h.color_id
ORDER BY i.image_id
Check this link on how to convert HEX color to RGB values: http://bavotasan.com/2011/convert-hex-color-to-rgb-using-php/
Search top 10 really red pictures:
SELECT * FROM
Image i
JOIN ImageHasColors h
ON i.image_id = h.image_id
JOIN Colors c
ON c.color_id = h.color_id
WHERE c.red > 200
AND c.green < 50
AND c. green < 50
ORDER BY h.number_of_times_appeared
LIMIT 10
Search rather black pictures:
SELECT * FROM
Image i
JOIN ImageHasColors h
ON i.image_id = h.image_id
JOIN Colors c
ON c.color_id = h.color_id
WHERE c.red < 30
AND c.green < 30
AND c. green < 30
ORDER BY h.number_of_times_appeared
LIMIT 10
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