Digital Image Processing

Overview

Course Description

Digital Image Processing B-level course is a practical course that covers the theory behind digital image processing and introduces various tools for image processing.The course also emphasizes the role of sparsity in modern processing and includes many examples from different application domains. This course also focuses on developing practical algorithms for image processing.

What you'll learn

How to use the basic concepts of image sensing and acquisition, sampling and quantization, intensity transformation, and spatial filtering.
The course teaches you the theory behind fundamental image processing tasks and introduces various tools.
How to apply your newly-learned skills to real-world problems.

You'll learn the fundamentals of digital image processing.
The class also emphasizes the importance of sparsity in modern processing.
How to use this technology field is expanding rapidly and is a significant research field in computer science and engineering.

Course Content

Introduction

Lecture 1.1 Introduction of Image Processing with its applications

02:53
Lecture 1.2 Components of Image processing system

02:53
Lecture 1.3 Image Formation model

02:53

Image Digitization

Lecture 2.1 Image digitization process

02:53
Lecture 2.2 Image representation schemes

02:53

Image Enhancement

Lecture 3.1 Introduction of Image enhancement

02:53
Lecture 3.2 Image enhancement techniques

02:53
Lecture 3.3 Noise cleaning or Smoothing by Image averaging

02:53

Image Restoration

Lecture 4.1 Minimum Mean-square Error restoration

02:53
Lecture 4.2 Restoration by Maximum Posterior Estimation

02:53

Image Compression

Lecture 5.1 Introduction, Error Criterion

02:53
Lecture 5.2 Stages of Image compression

02:53
Lecture 5.3 Compression techniques like Huffman coding, Run Length Encoding

02:53

Image registration and Multi-valued Image Processing

Lecture 6.1 Introduction of image registration

02:53
Lecture 6.2 Geometric transformation, Plane to plane Transformation

02:53
Lecture 6.3 Multi-modal and Multi-spectral image processing

02:53

About Us

TECHINAUT

B LEVEL

4.5 Instructor Rating

100+ Courses

20+ Faculty

Industry Expert

45000+ students enrolled

UI/UX Designer, with 7+ Years Experience. Guarantee of High Quality Work.

Skills: Web Design, UI Design, UX/UI Design, Mobile Design, User Interface Design, Sketch, Photoshop, GUI, Html, Css, Grid Systems, Typography, Minimal, Template, English, Bootstrap, Responsive Web Design, Pixel Perfect, Graphic Design, Corporate, Creative, Flat, Luxury and much more.

Available for:

1. Full Time Office Work
2. Remote Work
3. Freelance
4. Contract
5. Worldwide

About Us

TECHINAUT

B LEVEL

4.5 Instructor Rating

100+ Courses

20+ Faculty

Industry Expert

45000+ students enrolled

UI/UX Designer, with 7+ Years Experience. Guarantee of High Quality Work.

Skills: Web Design, UI Design, UX/UI Design, Mobile Design, User Interface Design, Sketch, Photoshop, GUI, Html, Css, Grid Systems, Typography, Minimal, Template, English, Bootstrap, Responsive Web Design, Pixel Perfect, Graphic Design, Corporate, Creative, Flat, Luxury and much more.

Available for:

1. Full Time Office Work
2. Remote Work
3. Freelance
4. Contract
5. Worldwide

Reviews

Nicole Brown

UX/UI Designer

4.5 Instructor Rating

“ This is the second Photoshop course I have completed with Cristian. Worth every penny and recommend it highly. To get the most out of this course, its best to to take the Beginner to Advanced course first. The sound and video quality is of a good standard. Thank you Cristian. “

Reply

TECHINAUT