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welcome back this is episode four of everything you need to know about JPEG last episode we covered writing pixel arrays two bitmap files this episode we will begin the journey of creating such a pixel array from the Huffman coded bit stream that we already read out of the jpg file before we get into Huffman decoding lets first talk a little longer about Huffman coding how to compress data using the Huffman coding system then well come back to Huffman decoding where we decode the bitstream into a giant MCU array in episode 2 I fully explained what the symbols are what they mean and how theyre used but Ive always beat around the bush about what Huffman codes are and how theyre used now we are finally going to get into all the detail about what exactly a Huffman code is first lets remind ourselves what the purpose of using Huffman coding is the purpose is to take the original data and compress it based on the frequency of certain values in the data how often certain values occur i