Schedule

Event

Date

Description

Course Material
Discussion

01/06/2025
Monday

Python, Jupyter, and DataHub overview

Lab 0 out
Lecture

01/07/2025
Tuesday

Course Introduction and 2D Fourier transform
[Intro Slides] [Analog Images: Part I]
- What is machine perception/image processing?
- The basic objects: Images
- Vector-space formulation of analog images
- 2D systems
- 2D Fourier transform
Due

01/10/2025 23:55
Friday

Lab 0 Due
Discussion

01/13/2025
Monday

Linear Systems and the Fourier Transform in 2D

Homework 1 out
Lecture

01/14/2025
Tuesday

2D LSI Systems and Image Acquisition
[Analog Images: Part II] [Image Sampling and Acquisition: Part I]
- Orientation estimation
- Characterization of LSI systems
- Sampling theory
- Aliasing problems
Discussion

01/20/2025
Monday

NO DISCUSSION -- Martin Luther King Jr. Day

Lab 1 out
Lecture

01/21/2025
Tuesday

Image Quantization and Filtering
[Image Sampling and Acquisition: Part II] [Image Filtering: Part I]
- Image quantization
- Grayscale vs. spatial resolution tradeoff
- 2D z-transforms
- Image filtering
Due

01/24/2025 23:55
Friday

Homework 1 Due
Due

01/29/2025 23:55
Wednesday

Lab 1 Due
Exam

02/11/2025 17:00
Tuesday

Midterm Exam
Exam

03/20/2025 19:00
Thursday

Final Exam