Image Quality Assessment

A Fundamental course in digital image processing for senior-level and graduate-level students.

This lecture is about Image Quality Assessment (IQA)

Outline:
- Introduction
- Subjective versus Objective Quality Assessment
- Objective Quality Assessment
o Classes
o MSE and PSNR
o SSIM
- Background
- Calculations
- Framework for Error Sensitivity Measures
- Examples of HVS-based measures
o PSNR-HVS
o PSNR-HVS-M
o FSIM

Objectives:
- Learn the Fundamentals of Image Quality Assessment
- Be familiar with the concept of quality assessment
- Learn the components of an effective objective quality measure
- Be familiar with the various methods to run subjective tests
- Learn the various methodologies to validate quality measures

Affiliation:
OLIVES at the Georgia Institute of Technology.
[Group website]: https://ghassanalregib.info/

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