about canonical huffman tables.

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lou ham
lou ham 2019-6-18
回答: arushi 2024-8-12
I'm working on image compression, I need to use the canonical huffman tables.
Is there any algorithm to generate them?

回答(1 个)

arushi
arushi 2024-8-12
Hi Lou,
Steps to Generate Canonical Huffman Tables
Generate the Huffman Tree:
  • Calculate the frequency of each symbol in the input data.
  • Build the Huffman tree based on these frequencies.
  • Generate the initial Huffman codes from the tree.
Calculate Code Lengths:
  • Determine the length of each Huffman code generated in the previous step.
Sort Symbols by Code Length and Lexicographically:
  • Sort the symbols primarily by the code length and secondarily by the symbol value.
Generate Canonical Huffman Codes:
  • Assign the shortest code to the first symbol in the sorted list.
  • Incrementally assign codes to the subsequent symbols, ensuring that each code is lexicographically greater than the previous one.
Hope this helps.

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