[Information] Types of lossless compression

Entropy based

  • Run Length Encoding : look for same symbol recurring consecutively
  • Huffman (Adaptive, Static) : Sorted symbols to add up the two least frequencies to be coded 0, 1
  • Shannon-Fano : Sorted symbols with total frequency approximately half to be coded 0, 1

Dictionary based

  • LZ77 : Search into the input sequence within a sliding window for longest match in buffer.
  • LZ78 : LZ77 + Inserts one- or multi-character, non- overlapping.
  • LZW : LZ78 + Dictionary indexed by codes.

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