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Development Programming Languages Image Processing

Learn image processing and GUIs while having fun in MATLAB

Improve your digital image processing and image processing programming skills in MATLAB. And have fun in the process!
Bestseller
Rating: 4.4 out of 54.4 (121 ratings)
1,249 students
Created by Mike X Cohen
Last updated 2/2021
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • How to think about and work with digital images!
  • Your MATLAB programming skills will be much better at the end of this course.
  • You'll learn from one of Udemy's top MATLAB instructors with nearly two decades of teaching experience.
  • You will understand image processing functions including smoothing, filtering, blending, and embossing.
  • Make movies and animations!
  • Create graphical user interfaces (GUI) from scratch, with and without the MATLAB GUIDE tool.
  • Advanced programming techniques including handles and vectorization.
Curated for the Udemy for Business collection

Course content

12 sections • 62 lectures • 10h 57m total length

  • Preview03:59
  • Preview12:29
  • Introduction to GUIDE
    24:04

  • MATLAB code file from this section
    00:05
  • Preview15:48
  • Create and place the number buttons
    20:25
  • Create and place the math buttons
    10:10
  • Define the button functions
    20:52
  • Error handling
    08:20
  • Give the calculator some "alcohol"
    09:38

  • MATLAB code file from this section
    00:02
  • Importing and displaying pictures
    08:05
  • Gaussian blur via 2D convolution
    17:08
  • Mean-smoothing blur via 2D convolution
    06:40
  • Be "nice" and sharpen the images
    05:58
  • Median filter for cleaning speckle noise
    17:21
  • Saving pictures as image files
    07:53

  • MATLAB code file from this section
    00:01
  • What are embossing filters?
    08:58
  • Create the embossing GUI layout
    12:38
  • Implement the embossing filter
    32:44
  • Import and export pictures
    13:30

  • MATLAB code files from this section
    00:00
  • Implement physics of projectile motion
    15:56
  • Preview18:02
  • Make the bird-throwing GUI
    09:17
  • Put the code into the GUI
    22:04
  • Implement the trajectory interface
    19:17

  • MATLAB code files from this section
    00:03
  • Introduction: What is pong?
    04:22
  • Create the figure and the pong court
    17:41
  • Create the ball and the paddles
    15:35
  • Move the ball and check for goals
    16:08
  • Move the human's paddle
    12:16
  • Move the AI's paddle
    08:20
  • Quit the game on keypress 'q'
    03:59
  • Give the AI an attitude
    03:38

  • MATLAB code files from this section
    00:07
  • No rocket? No problem! Blend the car into space!
    16:36
  • Not a magician? Sliderbars can fix that!
    10:45
  • Let the car randomly export space
    17:44
  • How many galaxies are in the picture? (segmentation)
    16:57

  • MATLAB code files from this section
    00:00
  • What is histogram equalization?
    09:22
  • Histogram equalization in code
    10:25
  • Create the histogram GUI
    12:27
  • Finalize the GUI functionality
    23:38

  • MATLAB code files from this section
    00:00
  • How to look at stereoscopic images
    09:49
  • Image depth via 3D rotation
    08:42
  • Layer depth via horizontal spacing
    07:46
  • Hiding the surface in a background
    12:48

  • MATLAB code files from this section
    00:00
  • 2D example with a triangle
    17:26
  • 3D example with a noisy sphere
    07:00
  • 3D example with a cylinder
    08:15
  • Dot kinetogram
    16:49

Requirements

  • A computer (duh!)
  • Basic MATLAB programming skills
  • Access to MATLAB software
  • MATLAB image processing toolbox is useful but not required

Description

Images are the most important ways of getting information across, ranging from art to marketing to politics. And nowadays, nearly all images are digital. Therefore, it's important to know about image processing and digital image processing.

What will you get from this course?

  1. You will learn fundamental skills in image processing and graphical user interfaces (GUIs) in a way that is fun and engaging. Being bored while learning is a waste of everyone's time and energy, plus you really only learn when you are enjoying the learning experience. You don't need any background in image processing before taking this course.

  2. Improving your MATLAB programming skills. This is not only about image processing related code; you'll also increase your MATLAB coding and programming skills concerning numerical processing, control statements, working with data, and more.

What are the prerequisites?

You need some basic MATLAB programming experience. If you are totally new to MATLAB, then please take an intro-MATLAB programming course first.

If you are familiar with variables, if-then statements, for-loops, and creating functions, then you have the necessary knowledge for this course.

What should you do now?

Check out the list of topics and watch the preview videos to find out if this course is right for you. If you have any questions, send me a message. You should also check out the student reviews of my other courses to see what people think about my teaching style in general.

See you in class!

Mike

Who this course is for:

  • programmers
  • scientists
  • engineers
  • data scientists
  • students

Instructor

Mike X Cohen
Neuroscientist, writer, professor
Mike X Cohen
  • 4.6 Instructor Rating
  • 21,231 Reviews
  • 106,560 Students
  • 20 Courses

I am a neuroscientist (brain scientist) and associate professor at the Radboud University in the Netherlands. I have an active research lab that has been funded by the US, German, and Dutch governments, European Union, hospitals, and private organizations.

But you're here because of my teaching, so let me tell you about that: 

I have 20 years of experience teaching programming, data analysis, signal processing, statistics, linear algebra, and experiment design. I've taught undergraduate students, PhD candidates, postdoctoral researchers, and full professors. I teach in "traditional" university courses, special week-long intensive courses, and Nobel prize-winning research labs. I have >80 hours of online lectures on neuroscience data analysis that you can find on my website and youtube channel. And I've written several technical books about these topics with a few more on the way.

I'm not trying to show off -- I'm trying to convince you that you've come to the right place to maximize your learning from an instructor who has spent two decades refining and perfecting his teaching style.

Over 94,000 students have watched over 6,500,000 minutes of my courses (that's over 12 years of continuous learning). Come find out why!

I have several free courses that you can enroll in. Try them out! You got nothing to lose ;)

                                                  -------------------------

By popular request, here are suggested course progressions for various educational goals:

MATLAB programming: MATLAB onramp; Master MATLAB; Image Processing

Python programming: Master Python programming by solving scientific projects; Master Math by Coding in Python

Applied linear algebra: Complete Linear Algebra; Dimension Reduction

Signal processing: Understand the Fourier Transform; Generate and visualize data; Signal Processing; Neural signal processing

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