MathWorks - Introduction to Image Processing
- Offered byCoursera
Introduction to Image Processing at Coursera Overview
Duration | 11 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Introduction to Image Processing at Coursera Highlights
- Earn a certificate upon completion from Coursera
- Get flexible deadlines in accordance to student's schedule
- Course 1 of 3 in the Image Processing for Engineering and Science Specialization
Introduction to Image Processing at Coursera Course details
- In this introduction to image processing, students wiill take their first steps in accessing and adjusting digital images for analysis and processing
- They will load, save, and adjust image size and orientation while also understanding how digital images are recognized
- They will then perform basic segmentation and quantitative analysis
- Lastly, they will enhance the contrast of images to make objects of interest easier to identify
Introduction to Image Processing at Coursera Curriculum
Introduction to Digital Images
Specialization Overview
Introduction to Image Processing
What are Digital Images?
Course Overview
Meet Your Instructors
Download and Install MATLAB
Course Files
A Concrete Example
Digital Images
Working with Image Data
Representing Images in MATLAB
Working with Image Data
Image Display vs. Image Data
Viewing Meta-Data and non-uint8 Images
Exploring Image Compression
Your Module 2 Assessment
Concept Check: Exploring Images
Concept Check: Working with Image Data
Working with Image Data
Thresholding Images
Segmenting Grayscale Images
Introduction to Color Spaces
Thresholding Color Images
Practice Thresholding Grayscale Images
Practice Converting Between Color Spaces
Analyzing Satellite Images with Color Thresholding
Module 3 Project: Analyzing Glacier Melt
Thresholding Images
Adjusting Image Contrast
Common Image Adjustments
Image Contrast and Histograms
Improving Image Contrast
Adjusting Contrast in Grayscale and Color Images
Other Approaches to Image Enhancement
Tips for the Quiz
Course Summary
Practice Quiz: Image Contrast and Histogram Concept Check
Practice Quiz: Image Adjustment and Enhancement Concept Check
Adjusting Contrast