Digital Image Processing: Operations and Applications

Learn Image Processing operations with numericals in 2 hours.
Rating: 4.5 out of 5 (74 ratings)
3,009 students
English
Understand the fundamentals of Image Processing, Image Enhancement, Image Segmentation.
To understand the different techniques and algorithms of image enhancement.
To apply different transformations on digital images.
To understand how these different domains are distinct and how they collaborate as well.
To apply these concepts in real life applications.

Requirements

  • Basic knowledge of matrix multiplication and basic arithmetic and logical operations.

Description

Image processing is a method to perform some operations on an image, in order to get an enhanced image or to extract some useful information from it. Well, don't be overwhelmed by all those technical terms, we will help you with the fundamentals. So now are you interested to know about the field of Image Processing? Then this self-paced course is for you!

This course has been designed such that we can share our knowledge and help you learn complex theory, techniques and concepts in a simple way. It is a perfect match for all those self-taught students out there!

We will walk you into the World of Image Processing. With every tutorial you will develop new skills and improve your understanding of this field. We have provided lectures with notes and assignments to make your learning process more interactive. While preparing this course special care is taken that the concepts are presented in fun and exciting way but at the same time, we dive deep into Image Processing.

Here is a list of few of the topics we will be learning:

  • Image and Pixels

  • Image Processing model / fundamental steps

  • Color Models

  • Image enhancement

  • Point Processing Operations

  • Neighborhood Processing

  • Histograms

  • Frequency domain

  • Transformations

  • Point, line and Edge detection

  • Local and global processing

  • Real World Applications

Who this course is for:

  • Students who want to study the domain in less than 2 hrs.
  • Students, Researchers and faculty who are interested in learning Image Processing and its techniques.
  • Technologists who are curious about how the images are handled and worked upon.
  • People who want to brush up their basics.

Course content

5 sections23 lectures1h 46m total length
  • Promotional Video
    00:56
  • Introduction to Image Processing
    06:19
  • Connectivity and Distance Measurement
    05:41
  • Color Models, File Formats and Applications
    03:56

Instructors

Assistant Professor at VIT Mumbai, India
Ajay Dhruv
  • 4.2 Instructor Rating
  • 437 Reviews
  • 21,779 Students
  • 6 Courses

I'm currently an Assistant Professor with immense passion in teaching various subjects of Computers & IT for undergraduation and postgraduation engineering students. My interests are Data Mining, Data Science and IT infrastructures. I have an experience of over 7 years in teaching inclusive of 3 years in research. I have published more than 10 technical papers in International Journals/Conferences. My lectures on YouTube have over 45000 views. I'm awarded Scholarship in 2012 by Bayer group of companies in pursuit of academic and career excellence.

Student at Vidyalankar Institute Of Technology
Shreya Pattewar
  • 4.1 Instructor Rating
  • 298 Reviews
  • 13,176 Students
  • 3 Courses

Persuing engineering in the field of Information Technology from Vidyalankar Institute of Technology, Mumbai, India. I have technical paper published in international conference. Along with academics, I like to explore new things and gain knowledge of various technologies. I am an enthusiastic student. I love to be surrounded by technological innovations.

Student at Vidyalankar Institute of Technology
Neha Mayekar
  • 4.1 Instructor Rating
  • 298 Reviews
  • 13,176 Students
  • 3 Courses

Pursuing engineering in the field of Information Technology at Vidyalankar Institute of Technology, Mumbai, India. I am an enthusiastic student. Along with academics I like to try new things and do some extra curricular activities. I have a conference paper published in an international conference. Also using Udemy as a platform to share my knowledge.

Pursuing IT Engineering from VIT Mumbai, India
Shubham Patil
  • 4.1 Instructor Rating
  • 298 Reviews
  • 13,176 Students
  • 3 Courses

Pursuing engineering in the field of Information Technology at Vidyalankar Institute of Technology, Mumbai, India. I am an enthusiastic student. Along with academics I like to try new things and do some extra curricular activities. I have a conference paper published in an international conference. Also using Udemy as a platform to share my knowledge.