Cmpe 587 - Digital Video Processing

Spring 2006

Lecture Notes

Course Information

Lecture 1 – Basics of Video

Lecture 2 – Basics of Digital Signal Processing

Lecture 3 – Spatio-Temporal Sampling, Deinterlacing

Lecture 4 – Video Modeling

Lecture 5 – 2D Motion Estimation

Lecture 6 – 2D Motion Estimation – Part 2

Lecture 7 – Motion Segmentation

Lecture 8 – Video Object Segmentation and Tracking

Lecture 9 – Video Filtering

Lecture 10 – Video Restoration

Lecture 11 - Superresolution

Lecture 12 – Video Coding – Entropy, Huffman Coding, RLC

Lecture 13 – Video Coding- Arithmetic Coding, Quantization

Lecture 14 – Video Coding – DPCM, Transform Coding: KLT, DCT

Lecture 15 – Image/Video Coding Standards – JPEG – MPEG1/2

Lecture 16 – Video Coding: MPEG4-Video Indexing:MPEG7