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huffman_coding's Introduction

Huffman_Coding

Huffman Coding is one of the lossless data compression techniques. It assigns variable-length codes to the input characters, based on the frequencies of their occurence. The most frequent character is given the smallest length code.

Implementation Idea

  • Building frequency dictionary

  • Select 2 minimum frequency symbols and merge them repeatedly: Used Min Heap

  • Build a tree of the above process: Created a HeapNode class and used objects to maintain tree structure

  • Assign code to characters: Recursively traversed the tree and assigned the corresponding codes

  • Encode the input text. Added padding to the encoded text, if it’s not of a length of multiple of 8. Stored this padding information, in 8 bits, in the beginning of the resultant code.

  • Write the result to an output binary file, which will be our compressed file.

huffman_coding's People

Contributors

nan-liu avatar nan-l avatar

Forkers

hugo2121

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