Huffman Coding Technique for Image Compression

Authors

  • Shaikh AA P. Dr. V. Vikhe Patil Institute of Technology and Engineering (polytechnic), Pravaranagar
  • Gadekar PP P. Dr. V. Vikhe Patil Institute of Technology and Engineering (polytechnic), Pravaranagar

Keywords:

Huffman, JPEG, GIF, BMP, Compression, loss

Abstract

Image compression is one of the most important steps in image transmission and storage. “A picture is worth more than thousand words “is a common saying. Images play an indispensable role in representing vitalin formation and needs to be saved for further use or can be transmitted over a medium. In order to have efficient utilization of disk space and transmission rate, images need to be compressed. Image compression is the technique of reducing the file size of a image without compromising with the image quality at acceptable level. Image compression is been used from a long time and many algorithms have been devised. In this paper we have converted an image into an array using Delphi image control tool. An algorithm is created in Delphi to implement Huffman coding method that removes redundant codes from the image and compresses a BMP image file (especially gray scale image) and it is successfully reconstructed. This reconstructed image is an exact representation of the original because it is loss less compression technique.

References

J. Ziv and A. Lempel, ``Compression of Individual Sequences Via Variable-Rate Coding,''IEEE Transactions on Information Theory, Vol. 24,

pp. 530--536, 1978.

Chiu-Yi Chen; Yu-Ting Pai; Shanq-Jang Ruan, Low Power Huffman Coding for High Performance Data Transmission, International Conference on Hybrid Information Technology, 2006, 1(9-11), 2006 pp.71 – 77.

Lakhani, G, Modified JPEG Huffman coding, IEEETransactions Image Processing, 12(2),2003 pp. 159 – 169.

Rudy Rucker, "Mind Tools", Houghton MifflinCompany,1987

J. Ziv and A. Lempel, ``A Universal Algorithm for Sequential Data Compression,'' IEEE Transactions On Information Theory, Vol. 23, pp.

--342, 1977.

T. A. Welch, ``A Technique for HighPerformance Data Compression,'' Computer, pp. 8--18, 1984

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Published

2024-02-26

How to Cite

Shaikh, A., & Gadekar, P. (2024). Huffman Coding Technique for Image Compression. COMPUSOFT: An International Journal of Advanced Computer Technology, 4(04), 1585–1587. Retrieved from https://ijact.in/index.php/j/article/view/275

Issue

Section

Original Research Article

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