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Recently I have had to scale up the dimensions of a gif image by a factor of 2, this resulted in an increase of the file size by about 8 times. While this is not a complete surprise, I can't help but think there should be a format that scales well with such an operation.

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Can the image be remade as a Vector image or are you stuck as Raster? – Scott Chamberlain Nov 14 '12 at 19:23
    
@ScottChamberlain actually you brought up a good point, except that what I had in mind was something to be used with google maps – prusswan Nov 14 '12 at 19:36
    
Google maps stores it's data as tiles, then does small shrink (never expand) as you zoom out. Once you have zoomed out enough it sends a new image at the same resolution as the old one but at a different scale. – Scott Chamberlain Nov 14 '12 at 20:37

Compression in GIF images is quite primitive and cannot take advantage of redundancy created by upscaling of the image.

I you resize without anti-aliasing then well-optimized PNG shouldn't grow by much.

If you resize with anti-aliasing then convert the image to JPEG, as this will create lots of new colors and soft edges that are best handled by JPEG.

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