Image Restoration and Registration
Learn about image restoration techniques, types of filtering operations & image registration in this free online course
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CertificationView course modules
This course begins by introducing you to various image restoration techniques like Butterworth filters, Ideal Highpass Filters, illumination, reflectance components and other techniques. You will also learn to distinguish between a circulant matrix and a block circulant matrix. Furthermore, the course distinguishes between image enhancement and image restoration and makes it easy for the learner to swiftly understand the differences.
The course further explains the process of image formation and the degradation model involved in it. Consequently, you will learn the three techniques for estimation of the degradation model which are - observation, experimentation and mathematical modelling. Moving on, you will also learn the three degradation models for restoration techniques - inverse filtering, Wiener filtering, and constrained least square filtering approach.
Finally, you will learn about minimum square error, image registration along with the basic difference between constrained least square filtering and the Wiener filtering. Then you will be introduced to the concept of colour image processing where you will learn of the primary and secondary colours in nature, colour characteristics, chromaticity diagram, along with how a chromaticity diagram can be used to specify a colour. Start this course today, and learn valuable skills in image restoration and registration.Start Course Now
Image Restoration Techniques
Image Restoration Techniques - Learning Outcomes
Frequency Domain Processing Techniques
Image Restoration Techniques
Image Restoration Techniques II
Estimation of Degradation Model - Fundamental Principles
Estimation of Degradation Model and Restoration Techniques
Image Restoration Techniques - Lesson Summary
Image Registration and Colour Image Processing
Image Registration and Colour Image Processing - Learning Objectives
Other Restoration Techniques - I
Other Restoration Techniques - II
Image Registration and Colour Image Processing - Lesson Summary
Upon successful completion of this course, you will be able to:
Explain the operations of Butterworth and Ideal Highpass Filters
Explain the concepts of illumination and reflectance components
Discuss the image restoration techniques
Compare the difference between image enhancement and image restoration
Explain the three techniques for the estimation of the degradation model
Explain the Inverse Filtering Technique of Image Restoration
Distinguish between Wiener Filter and Constrained Least Square Filter
Define Image Registration
Explain the importance of Color Image Processing
Outline the meaning of Chromaticity diagram and its importance
All Alison courses are free to enrol, study and complete. To successfully complete this Certificate course and become an Alison Graduate, you need to achieve 80% or higher in each course assessment. Once you have completed this Certificate course, you have the option to acquire an official Certificate, which is a great way to share your achievement with the world. Your Alison Certificate is:
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