I was in your boat several months ago when I had to learn image processing from scratch to implement a requested feature "Digital Image Processing Using MATLAB" ended up the most useful, along with some basic Matlab tutorials here's what I ended up with http://yaroslavvb.blogspot.com/2009/08/robust-ocr-in-video.h... (http://yaroslavvb.blogspot.com/2009/08/robust-ocr-in-video.html)
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Digital Image Processing Using MATLAB
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