MATLAB Image Processing | Workshop on Digital Image Processing using MATLAB

About Workshop

MATLAB (matrix laboratory) is a multi-paradigm numerical computing environment and fourth-generation programming language. MATLAB is a high-performance language for technical computing. It integrates computation, visualization, and programming in an easy-to-use environment where problems and solutions are expressed in familiar mathematical notation. 

Using MATLAB, a student can analyze data, develop algorithms, and create models and applications. The language, tools and built-in math functions provide to explore multiple approaches and reaches to solution faster than with spreadsheets or traditional programming languages. MATLAB can be used for a range of applications including signal processing and communications, image and video processing, control systems, test and measurement, computational finance, and computational biology.

Topics to be covered in Workshop

Day 1- Session 1

Introduction to MatLab

• What is MATLAB
• The dominance of MATLAB over other languages
• Power of Matrix computations
• The application of MATLAB in various fields of engineering
• MATLAB Environment

Arithmetic Functions in MATLAB

• Matrixes and Vectors
• Creating Matrixes and Vectors
• Matrix Operation
• Array Operation
• Indexing Matrix
• Adding Elements to Vector or Matrix
• Various Flow Control used in MATLAB
• 2D & 3D graphical Plotting

Session: 2

Introduction to Image Processing

• What is Image Data
• Image Processing Toolbox
• Importing Image
• How to build a matrix image
• Image Display
• Image Operations
• Image Conversion

Image Arithmetic

• Adding Images
• Subtracting Images
• Multiplying Images
• Dividing Images
• Spatial Transformation
• Resizing Images
• Rotating Images
• Cropping Images

Image Filtration

• What is Image Restoration
• Noise and Images
• Noise Models
• Noise removal using spatial domain filtering
• Periodic noise
• Noise removal using frequency domain filtering

Day 2- Session 3

 Morphological Image Processing

• Mathematic Morphology
• Z2 and Z3
• Basic set theory
• Logic Operations
• Structuring Element
• How to describe Structuring Element
• Basic Morphological Operations
• Erosion
• Dilation
• Combining Erosion and Dilation
• Filtering Application

Introduction to Graphical User Interface

Application and Demo's

Session 4

• Competition

Duration: The duration of this workshop will be two consecutive days, with eight hour session each day in a total of sixteen hours properly divided into theory and hands on sessions.

Certification Policy:

• Certificate of Participation for all the workshop participants.
• At the end of this workshop, a small competition will be organized among the participating students and winners will be awarded with a 'Certificate of Excellence'.
• Certificate of Coordination for the coordinators of the campus workshops.

Eligibility: There are no prerequisites. Anyone interested, can join this workshop.