St. Xavier's Catholic College of Engineering

Welcome!

One Week Workshop on Image Processing using MATLAB empowers students and researchers with computational possibilities of MATLAB, using simple functions and implementation of Image Algorithms. The language, tools and built-in math functions provide to explore multiple approaches and reaches to solution faster than with traditional programming languages.

Sessions

Day 1

Introduction to Image Processing

• Why Computer Vision Matters
• Various Images In The World
• How To Build An Image
• Various Image Processing Operations
• Images - Types

 

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
• Matrix Operation
• Image Arithmetic

 

Day 2

Gray Level Transformations

• Image Negatives
• Log Transformations
• Power-Law Transformations
• Gray Level Slicing
• Bit Plane Slicing

 

Image Enhancement

• Histogram Equalisation
• Histogram Matching
• Contrast Stretching
• Noise Removal Using Spatial Domain Filtering
• Noise Removal Using Frequency Domain Filtering

 

Day 3

Image Segmentation

• Point Detection
• Line Detection
• Edge Detection
• Thresholding
• Adaptive Thresholding
• Connected Component Analysis

 

Morphological Image Processing

• Dilation
• Erosion
• Opening
• Closing
• Boundary Detection
• Watershed Transform
• Marker-Controlled Watershed Segmentation

 

Day 4

Content Based Image Retrieval

• Color Image Processing
• Color Feature Extraction
• Texture Feature Extraction
• Shape Feature Extraction
• Data Base Creation Using Excel
• Distance Measurement
• Image Retrieval

 

Day 5

Image Classification

• Neural Network Introduction
• Training
• Classification

 

Day 6

Image Compression

• Loss Less Compression
• Lossy Compression

 

Discussion