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In preparation for the lossy compression process in JPEG, RGB images are converted to YCbCr color space to separate illuminance and chrominance. Chrominance can be downsampled without noticeable loss. The next step is the discrete cosine transform (DCT), which is essential for image compression. A DCT transforms pixel values into frequency components, representing image content as a sum of cosine functions ranging from 1 to -1. Understanding the basics of DCT is crucial before discussing image compression techniques.
