gmcnaughton ([info]gmcnaughton) wrote,
@ 2007-08-28 11:50:00
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Entry tags:hdr, photography

Content-Aware Image Resizing
I've been fascinated with content-aware image resizing since reading about it on Thai's blog. It's like HDR for image resizing (if that makes any sense).

Here's the problem: how do you scale an image to a different size while retaining the "interesting" parts? Watch the video to find out.




The reason it reminds me of HDR is that HDR is a lie. You are making a false image, one that looks like nothing your eye ever saw at any time. But the lie is convincing; if anything, it looks more real because it simulates what you experienced and remember - the stitched-together gestalt of perception.

Content-aware image resizing works the same way, resizing the image by removing the bits that your eye skips over anyway.

Another approach is non-linear resizing, which does progressive stretching towards the edges of the image, where you're less likely to notice it. Another Neat Trick exploiting edge cases in human perception.

Edit: looks like Adobe snapped this guy up. Hopefully this will show up in Photoshop soon (though I'll have to wait for the Gimp).

Edit 2: check out Rsizr! It's a flash tool that supports this.



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[info]jephly
2007-08-29 03:22 am UTC (link)
Very nifty.

I bet you could combine the two resizing techniques (content-aware and non-linear) to achieve better results for a wider range of images. I like the idea of marking up an image (with a "magic brush") to give the algorithm some idea of which parts to preserve/throw away.

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[info]stiill
2007-09-05 02:27 am UTC (link)
Awesome. I'm loving these sorts of "next-gen" image manipulation. Maybe I just wasn't paying enough attention, but I hadn't seen a lot of interesting stuff beyond compression or the basic Fourier Transform-derived filters (antialias, edge finding, etc.). This is super cool.

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Photos
(Anonymous)
2008-03-31 08:19 am UTC (link)
Yo, great hdr photos. What do you use for tone mapping? The bridge shot is awesome. Could use advice. any tone mapping advice or anything would be helpful, mine are coming out to fake. from the bay area as well. djdilectify@comcast.net if you have any, tips thanks again.

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