- Overview of this Field and this Course
Expert
Online
5 Weeks
Free
Quick facts
particular | details | ||
---|---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Learning efforts
5-6 Hours Per Week
|
Course and certificate fees
Type of course
certificate availability
certificate providing authority
certificate fees
The syllabus
Section 0: Background and General Introduction
Section 1: Moving to Signal and Image Processing
- Image Priors and the Sparseland Model
- Quiz 1
- Discussion
- Iterative Shrinkage and Image Deblurring
- Quiz 2
Section 2: The Quest for a Dictionary
- The Quest for a Dictionary – The Basics
- Quiz 3
- The Quest for a Dictionary – Advanced Topics
- Quiz 4
- Mid-Project
Section 3: Image Denoising
- Image Denoising – The Sparseland Way
- Quiz 5
Final Project
- Project 2
- Bonus Project
Section 4: MAP versus MMSE Estimation
- Sparseland: An Estimation Point of View
- Quiz 6
Section 5: Image Separation, Inpainting and Super-Resolution
- Image Separation and Inpainting
- Quiz 7
- Single Image Super-Resolution
- Quiz 8
Section 6: Course Summary
- Summary
- Discussion
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