Importance of Discrete Cosine Transform over High Pass filter?
Yes, if you apply a filter, say a high Pass, you get the low frequency components of the image, but still in the image domain. You need a Transformation, like the DCT or the FFT to get to the frequency domain, to see the separate frequency components of the image.