Schedule

Timeline Material Covered

Mon, Aug 20
Week 1

TA introduced to class syllabus and expected materials to cover

Readings: LECTURE1.pdf

Wed, Aug 22
Week 1

Introduction – Types of images, imaging devices, acquisition, representation
Image Geometry – Transformations, pixels, sampling

Readings: Introduction.pdf
Chapter 1.1-1.5 from Gonzalez and Woods, Second Edition.

Mon-Wed, Aug 27-29
Week 2

Imaging - Human Visual System
Image Formation - Pinhole Model Camera

Readings: Human Visual System and Pinhole model camera.
Chapter 2.1-2.5 from Gonzalez and Woods, Second Edition.

Mon-Wed, Sep 5-12
Week 3-4

Binary Image Processing
Binary Morphology

Readings: Binary Image Processing
Chapter 9.1-9.5, 11.1 from Gonzalez and Woods, Second Edition

Mon-Wed, Sep 12-17
Week 3-4

Image Histograms
Point Operations
Algebraic Operations

Readings: Point Operations
Chapter 3.1-3.4, 5.11 from Gonzalez and Woods, Second Edition

Mon-Wed, Sep 19-24
Week 5-6

Image Frequencies
DFT
Sampling

Readings: DFT
Chapter 4.1-4.2 from Gonzales and Woods, Second Edition

Mon-Wed, Sep 26- Oct 1
Week 6-7

Convolution
Linear Filtering
Image Enhancement
Deconvolution

Readings: Filtering-I
Chapter 4.3-4.6, 5.4-5.10 from Gonzalez and Woods, Second Edition

Mon-Wed, Oct 1- Oct 3
Week 6-7

Morphological Filters
Order Statistic Filters
Digital Noise Models
Homomorphic Filtering

Readings: Filtering-II
Ch. 4.5, 5.1-5.11 from Gonzalez and Woods, Second Edition

Mon, Oct 8
Week 8

Segmentation
Edge Detection
Canny Edge Detector

Readings: Segmentation, Edge Detection
Ch. 10.1 - 10.3.6 from Gonzalez and Woods, Second Edition

Wed, Oct 24
Week 10

Hough Transform