Digital Image Processing with MATLAB: Beginner to Advance

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Narmeen Naeem

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1. Introduction to Digital Image Processing And Installation of MATLAB

1.1 SET 1.pdf

1. Introduction to Digital Image Processing.mp4

16:17

2.1 Creating Mathworks Account.html

2.2 creating mathworks account steps.pdf

2.3 Mathworks Website.html

2. Installation of MATLAB.mp4

11:17

2. Introduction to MATLAB (Beginner Level)

1.1 SET 2.pdf

1. Introduction to MATLAB.mp4

15:45

3. Introduction to Image Processing functions on MATLAB

1.1 Images.rar

1.2 SET 3 .pdf

1. Images on MATLAB, Reading and Displaying..mp4

32:27

2. Conversion of Images..mp4

37:01

3. Unit Image Learning.mp4

05:37

4. Sampling and Quantization.mp4

18:13

5.1 SET 3 (PQ).pdf

5. Practice Questions.html

6. Quiz 1.html

4. Image Enhancement Techniques

1.1 Images.rar

1.2 SET 4.pdf

1. Image Enhancement - Point Processing.mp4

11:47

2. Image Enhancement MATLAB functions.mp4

14:29

3. Affine Transformations.mp4

12:02

4. Power Law Transformations.mp4

08:48

5. Contrast - Stretching Transformations.mp4

13:27

6. Adjusting Images.mp4

12:05

7.1 SET- 4 (PQ).pdf

7. Practice Questions.mp4

02:11

5. Histogram Processing

1.1 Images.rar

1.2 SET- 5.pdf

1. Histogram Processing And Equalization.mp4

17:00

6. Digital Image Filtering Part 1 - Smoothing Filters

1.1 Images.rar

1.2 SET- 6.pdf

1. Introduction of Smoothing Filters - Noise In Images.mp4

19:48

2. Types of Smoothing Filters.mp4

18:22

3.1 SET 6 (PQ).pdf

3. Practice Questions.mp4

01:56

4. Quiz 2.html

7. Digital Image Filtering Part 2 - Sharpening Filters

1.1 Images.rar

1.2 SET- 7.pdf

1. Introduction of Sharpening Filters - Laplacian Filters.mp4

17:52

2. Unsharp Masking And Highboost Filter.mp4

11:55

3. Sobel And Prewitt Filters.mp4

31:27

4.1 SET 7 (PQ).pdf

4. Practice Questions.mp4

04:27

8. Digital Image Filtering Part 3 - Color Image Processing

1.1 Images.rar

1.2 SET 8.pdf

1. Introduction of Color Models - RGB Color Model.mp4

34:18

2. RGB Color Model - Producing RGB Colors.mp4

19:04

3. HSV Color Model - Modifying Components.mp4

26:49

4.1 SET 8 (PQ).pdf

4. Practice Questions.mp4

02:34

9. Morphological Operations

1.1 Images.rar

1.2 SET- 9.pdf

1. Introduction of Morphological Operations And Structuring Elements.mp4

17:35

2. Dilation And Erosion Operations.mp4

20:51

3. Opening And Closing Operations And Boundary of Images.mp4

30:08

4. Filling Images And Skeletonizing Images.mp4

20:25

5.1 SET 9 (PQ).pdf

5. Practice Questions.mp4

01:56

6. Quiz 3.html

10. Segmentation Operations

1.1 Images.rar

1.2 SET 10 .pdf

1. Introduction of Segmentation Operations - Thresholding.mp4

23:58

2. Segmenting Image - Thresholding And Adding Color.mp4

06:52

3. Point And Line Detection Segmentation.mp4

13:09

4.1 SET 10 (PQ).pdf

4. Practice Questions.mp4

01:16

11. Practice Test

1. Final Assignment.html

Description

Learn Digital Image Processing (DIP) Techniques and Master your skills from being a beginner to an expert using MATLAB.

What You'll Learn?

Develop hands-on experience with MATLAB, using built-in functions and writing scripts to implement and apply various image processing algorithms.
Grasp the basic concepts and principles of digital image processing, including image formation, representation, and transformation of various images.
Learn how to apply various image enhancement techniques, morphological operations and segmentation techniques on images to enhance them and analyze them.
Learners will be proficient in the essential areas of digital image processing and ready to apply their skills in real-world applications.

Who is this for?

Beginners curious about image processing.

Beginners or advance students wanting to learning digital image processing on Matlab.

What You Need to Know?

No programming experience needed. You'll learn everything you need to know in the course.

More details

Description
Welcome to the Digital Image Processing course! This comprehensive course is designed to introduce you to the fundamental concepts and practical applications of digital image processing. Whether you are a beginner or an advanced learner, this course will provide you with the knowledge and skills needed to analyze, enhance, and transform digital images using MATLAB.
You are not required to know anything before starting this course. In this course you will learn everything along the way, including the installation of MATLAB and learning how to code on MATLAB.
What You Will Learn:
Introduction to Digital Image Processing
Image Enhancement Techniques
Histogram Processing
Digital Image Filters
Color Image Processing
Morphological Image Processing
Image Segmentation
And Practical MATLAB Skills
Course Features:
Hands-on Projects: Apply your knowledge to real-world problems through engaging projects and assignments.
Interactive Content: Learn through videos, quizzes, and interactive exercises.
Real-World Applications: Explore how digital image processing is used in various industries, from healthcare to entertainment.
Resource Materials: Access a variety of supplementary materials, including code samples, reading materials, and practice questions.
By the end of this course, you will be well-equipped with the theoretical knowledge and practical skills to tackle a wide range of image processing challenges, and you will have a strong foundation to advance further in this exciting field. Join us and start your journey in digital image processing today!
Who this course is for:
Beginners curious about image processing.
Beginners or advance students wanting to learning digital image processing on Matlab.

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Machine Learning

Narmeen Naeem

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I'm a Computer Systems Engineer and I'm a gold medalist in my field. I'm learning new things everyday. As much as I'm into learning, I think educating is an essential key as well. If someone can benefit from my teaching method then that's more than anything.I strive to make complex concepts clear and accessible, aiming to inspire and empower those I teach. For me, the true measure of success is seeing others thrive and grow through the knowledge I share.

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