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DSAI 325: Information Theory & Data Compression

Lectures and Assignments

No. Lecture Topic Assignment / Project
1 Introduction to Data Compression, LZ77 Assignment: Implementation of LZ77
2 LZ78 - LZW Assignment: Implementation of LZ78
3 Entropy Coding, Huffman, Modified Huffman Assignment: Implementation of Standard Huffman
4 Adaptive Huffman
5 Arithmetic Coding (float - Binary) Mini Project: Implementation of Adaptive Huffman
6 Arithmetic Coding (float - Binary)
7 Scalar Quantization (Uniform - Optimal)
8 Vector Quantization (LBG Algorithm) Assignment: Implementation of Vector Quantization
9 Predictive Coding (Delta Modulation, DPCM)
10 Transform Coding Assignment: Implementation of DPCM
11 JPEG
12 MPEG
13 Motion Estimation for Video Compression End Course Project

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DSAI 325 - Spring 25

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