Install octave 3.0.5 using the windows installer.
Then go to:
http://www.tatsuromatsuoka.com/octave/Eng/Win/
Download the zip file, follow the read me on where to put the files. Then open octave and type:
> pkg rebuild image
> pkg load image
Then use
> pkg list
To confirm that it is installed. Now you can use imread and all of those other great functions like you do in Matlab!
I had a heck of a time finding this out, tried compiling with Cygwin on windows but found this out using google and it was much easier.
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