LECTURE NOTES ON BASICS OF DIGITAL IMAGE PROCESSING
Lecture 1: [DOWNLOAD AS PDF]
Outline:
Image Formation
Inside the Camera – Projection
Inside the Camera – Sensitivity
Sensitivity and Color
Summary
Digital Image Formation
Sampling
Quantization
Summary
(R,G,B) Parameterization of Full Color Images
Grayscale Images
Images as Matrices
Homework I
Lecture 2: [DOWNLOAD AS PDF]
Outline:
Summary of Lecture 1
Simple Processing – Transpose
Simple Processing – Flip Vertical
Simple Processing – Cropping
Simple Image Statistics – Sample Mean and Sample Variance
Simple Image Statistics – Histogram
Point Processing
Summary
Homework Rules
Homework II
Lecture 3: [DOWNLOAD AS PDF]
Outline:
Summary of Lecture 2
Brief Note on Image Segmentation
Histogram Based Image Segmentation
Histogram Equalization
Summary