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by Glenn Franxman, Django Developer / Stunt Programmer.

Content Aware Image Resizing

posted: 2007-08-28 14:02:46 perma-link, RSS comments feed

More cool work with images from Siggraph :

This is ingenious. You know when you want to resize an image that you can either remove pixels ( cropping ) or average pixels ( scaling ). In this approach they very cleverly choose pixels for removal not by their location, but by how important they appear to be to the contrast of the image. It works really well for adding to an image too. It just gets more and more amazing as you watch. It's spooky at the end when they just remove people for scenes.



Will commented, on September 29, 2007 at 12:11 a.m.:

Check out for a free Flash-based implementation of seam carving that lets you resize your own images, both in height and width simultaneously, in real time. (You can rescale and crop images too!) for example images


Glenn commented, on September 29, 2007 at 3:53 a.m.:

That gallery is amazing, especially the examples showing people removed/kittens moved closer. And the idea is so beautifully simple!


Angelica commented, on August 21, 2012 at 6:32 a.m.:

Hi,I'm creative detocrir of a Sydney design studio. We are trying to solve a digital obstacle here. We have 60,000+ images submitted via instagram. We want to sort and arrange images in order of their hue colour. Exactly as you have achieved above. The aim is to eventually print and create a photography installation show casing the full colour spectrum.Any advise you may have would be much appreciated.ThanksMatthew

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