Abstract

This lecture overviews Image compression that has many applications in image storage and communication. It covers the following topics in detail: Huffman coding, Run-length coding, LZW compression, Predictive coding, Transform image coding, JPEG, JPEG2000.

DPCM with entropy coding.

Image energy concentration in low DCT frequencies.

Image compression at various quality levels.

Digital-Image-Compression-v4.4-Summary

Tutorial Exercises
  1. Conditional Huffman Encoding Tutorial Exercise
  2. DCT Tutorial Exercise
  3. Huffman Encoding Tutorial Exercise 1
  4. Huffman Encoding Tutorial Exercise 2