Discrete Cosine Transform (DCT) | DSP Fundamentals - lecture 50
The discrete cosine transform is often used to analyze images because it performs a frequency analysis that is real (as opposed to the complex values from a DFT) and it compacts the energy in fewer coefficients (good for compression).