Digital Image Processing: Operations and Applications

Learn Image Processing operations with numericals in 2 hours.
New
Rating: 4.0 out of 5 (11 ratings)
1,585 students
Digital Image Processing: Operations and Applications
New
Rating: 4.0 out of 5 (11 ratings)
1,586 students
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

Interested to know about the field of Image Processing? Then this course is for you!

This course has been designed so that we can share our knowledge and help you learn complex theory, techniques and concepts in a simple way.

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. While preparing this course special care is taken that the concepts are presented in a 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 sections • 23 lectures • 1h 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
  • Introduction and Point Processing Operations
    10:28
  • Numerical on Point Processing Operations
    05:10
  • Neighborhood Processing
    06:06
  • Zooming and Shrinking
    05:18
  • Histogram and Histogram Stretching
    04:12
  • Histogram Equalization
    05:36
  • Introduction and Filters
    03:42
  • Image Transforms (DFT and DCT)
    03:47
  • Image Transforms (Walsh and Hadamard)
    04:04
  • Introduction to FFT and 4 Point FFT
    07:24
  • 8 Point FFT
    05:45
  • Introduction and Line Detection
    01:59
  • Edge Detection
    04:16
  • Edge Linking
    05:31
  • Region Growing
    03:23
  • Region Splitting, Region Merging, Region Split & Merge, and Thresholding
    05:16
  • Digital Watermarking
    02:18
  • Biometric Authentication
    03:37
  • Vehicle Number Plate Detection
    02:08
  • Pop Quiz
    10 questions

Instructors
Assistant Professor at VIT Mumbai, India
Ajay Dhruv
  • 3.9 Instructor Rating
  • 88 Reviews
  • 6,954 Students
  • 2 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
  • 3.9 Instructor Rating
  • 88 Reviews
  • 6,954 Students
  • 2 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
  • 3.9 Instructor Rating
  • 88 Reviews
  • 6,954 Students
  • 2 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
  • 3.9 Instructor Rating
  • 88 Reviews
  • 6,954 Students
  • 2 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.