IT - 472: Digital Image Processing
Course Instructor : Aditya Tatu
TA : Pratik ShahSchedule:
Lectures: Monday 09:30 - 10:30, Wednesday, Thursday: 08:30 - 09:30, CEP-205
Lab: Wednesday : 14:00 - 16:00 - Lab 005 (Ground Floor)
Weekly outline
3 January - 9 January
- Lecture 1: Course Outline
- Lecture 2: Two-dimensional sampling, quantization, 2D-DFT
- Lecture 3: Neighborhoods and Connectedness in Digital images
10 January - 16 January
- Lecture 4: Image zooming/shrinking, Grey-level transformations
- Lecture 5: Contrast Stretching & Histogram Equalization
- Lecture 6: Histogram Specification & Enhancement using local statistics
Read the instructions carefully before submitting assignment. It is a one time process. Do not send your assignments through e-mail, we will not consider them as submission. Don't wait for the last moment to upload your assignment. Look at the time and the date stamp for assignment.
17 January - 23 January
- Lecture 7: Introduction to spatial domain filtering
- Lecture 8: Cancelled
- Lecture 9: Order-statistics filtering and Image sharpening
24 January - 30 January
Lecture 10: Image sharpening and Gradient operators
31 January - 6 February
Lecture 11 & 12: Vector space formulation of Image Processing:
Reference: Vector Space Fomulation of Two-Dimensional Signal Processing Operations, William Pratt, Computer Graphics and Image Processing, 1975, 1-24.
- Lecture 13: Frequency domain enhancement - 1
- Lecture 14: Frequency domain enhancement - 2
7 February - 13 February
- First In-sem question paper
Lecture 15: Frequency domain enhancement: Homomorphic filtering
14 February - 20 February
- Lecture 16: Image Segmentation 1
21 February - 27 February
- Lecture 17: Edge detection
- Lecture 18: Edge detection - 2
- Lecture 19: Edge detection - 3
28 February - 6 March
- Lecture 20: Image compression - 1
- Lecture 21: Image compression - 2
- Lecture 22: Image restoration - 1
7 March - 13 March
- Lecture 23: Image restoration - 2
- Survey paper in Image Restoration:
Digital Image Restoration - Mark R. Banham and Aggelos K. Katsaggelos, IEEE Signal Processing Magazine, March 1997
14 March - 20 March
EXAM WEEK
21 March - 27 March
Semester Break
28 March - 3 April
4 April - 10 April
11 April - 17 April
18 April - 24 April
LAB EXAM WEEK