Mike Perkins

Transforms for Video Compression, Part 3: The DCT and Why Transforming Is Valuable

The use of transforms in data compression algorithms is at least 40 years old. The goal of this three-part series of posts is to provide the mathematical background necessary for understanding transforms and to explain why they are a valuable part of many compression algorithms. I?m focusing on video since that?s my particular interest. Part…

Mike Perkins

Transforms for Video Compression, Part 1: Vectors, the Dot Product and Orthonormal Bases

The use of transforms in data compression algorithms is at least 40 years old. The goal of this three-part series of posts is to provide the mathematical background necessary for understanding transforms and to explain why they are a valuable part of many compression algorithms. I?ll focus on video since that?s my particular interest. Part…