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Course Detail

Course Name Introduction to Data Compression
Course Code 24AIM144
Program B.Tech. in Artificial Intelligence (AI) and Data Science (Medical Engineering)
Semester II
Credits 4
Campus Coimbatore

Summary

CO: The student should be able to work with different data compression schemes for text, image & video.
Information encoding: Fixed and Variable length encoding
Need for compression
Lossless compression, Information entropy, Huffman coding, Text Compression
Lossy compression, SVD and Image Compression
Discrete Cosine Transform, Image Compression, Video Compression

CO-PO Mapping

PO PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2 PSO3
CO
A 3 3 3 3 1 2 2 2 2 1 2
B 3 3 3 2 1 2 2 2 2 1 2
C 3 3 3 2 1 2 2 2 2 1 2
D 3 3 3 2 1 2 2 2 2 1 2

Reference

Colt McAnlis, Aleks Haecky Understanding Compression , O’Reilly Media , 2016

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