Image (and Video) Processing and Coding

Spring 2006

 

Course Specifics:

Instructor: Wade Trappe

Time: MW 5:00pm—6:20pm

Place: Core-601

 

The course syllabus may be obtained from here.

 

 

Date

Lecture Material

Assignments

01/18/2006

Class Overview Slides

 

None yet...

01/23/2006

Lecture 2 Slides:

Multidimensional Filters

 

Reading material:

Design Techniques for Two-dimensional filters”, J. Hu and L. Rabiner (1972)

 

None yet...

01/25/2006

Today’s lecture is a traditional “whiteboard” lecture. We will spend a few lectures on multidimensional sampling.

 

Reading material:

The Sampling and Reconstruction of Time-varying Imagery with Application in Video Systems,” Eric Dubois, Proc. IEEE, vol. 73, pp. 502-522, April 1985.

 

 

01/30/2006

Today’s lecture is a whiteboard lecture. Planned topic: multidimensional sampling

 

02/01/2006

Today’s lecture is a whiteboard lecture. Planned topic : Color Representation, and visual perception.

 

Reading material:

The Origins of Modern Color Science,” J.D. Mollon.

 

SIGGRAPH 04 Color models lecture material.

 

 

02/06/2006

Today’s lecture will cover point-operations for image enhancement.

 

Lecture Slides

 

Reading Material:

Real Time Image Enhancement ” R. E. Woods and R. Gonzalez  

 

02/08/2006

Histogram Equalization

 

02/13/2006

Quantization (Scalar Quantization)

 

02/15/2006

Quantization (Vector Quantization)

 

02/20/2006

Transform Coding Introduction and Overview: Focus on Transforms

 

Lecture Slides

(These slides are borrowed from Min Wu’s 2004 class at UMD)

 

Reading Material:

Second Generation Image Coding: An Overview” Reid, Miller, Black.

 

 

Quantization Computer Project

02/22/2006

No Class: Use this time to meet and work on the project

 

02/27/2006

Watermarking Media: Overview and Challenges

 

Lecture Slides

 

Reading Material:

Multimedia Data-Embedding and Watermarking Technologies,” Swanson, Kobayashi and Tewfik.

 

Information Hiding– A Survey,” Petitcolas, Anderson, and Kuhn.

 

 

03/01/2006

No class: We will make up this lecture at a later time.

 

03/01/2006

DCT Compression

 

Lecture Slides

 

The JPEG Still Picture Compression Standard,” Gregory Wallace

 

03/08/2006

 

Project 2

03/20/2006

We are continuing our discussion of motion estimation and compensation.

 

Lecture Slides

 

 

03/27/2006-03/29

We will finally give the watermarking lecture

Project 3

04/2006

Wavelet Lectures: I spent several lectures deriving wavelets, presenting MRAs, L2(R ), etc…

 

04/2006

Wavelet Slide Lecture

 

Subsequent lecture presented lifting

 

Wavelet-based Image Coding,” by Geoffrey Davis, and Aria Nosratinia

 

Building your own wavelets at home,” Wim Sweldens and Peter Schroeder