Can image resizing lead to degradation in the accuracy of my algorithm?

I deal with images of a DDSM database . The size of these images is very high (e.g. 3000*5000 pixels). I always get an 'out of memory' error when I run them on Matlab.

01 January 2014 6,195 8 View