Lectures
|
Lecture
|
Content
|
Slides
|
|---|---|---|
| 1 | Information. Introduction. Digital Image Fundamentals. |
Lecture1, 1 slide per page
Lecture1, 4 slides per page Slightly updated August 2023) Ready for 2023! |
| 2 | 1D and 2D Fourier transforms. 1D and 2D sampling and reconstruction. |
Lecture2, 1 slide per page
Lecture2, 4 slides per page Slightly updated August 2023 Ready for 2023! |
|
3
|
2D DFT and FFT. 2D linear and circular convolution.
2D filters: low-pass |
Lecture3, 1 slide per page
Lecture3, 4 slides per page Slightly updated August 2023 Ready for 2023! |
|
4
|
2D filters: high-pass, derivative. Simple edge detection.
Resampling and interpolation. Up-sampling and rotation. |
Lecture4, 1 slide per page
Lecture4, 4 slides per page Slightly updated August 2023 Ready for 2023! |
|
5
|
More on resampling. Alternative derivative filters.
Basic intensity transformations. Histogram processing. Thresholding. |
Lecture5, 1 slide per page
Lecture5, 4 slides per page (1 slide updated 7/9 2023) Ready for 2023! |
|
6
|
Morphological image procession I. Distance maps. |
Lecture6, 1 slide per page
Lecture6, 4 slides per page (Slightly updated 14/9 2022) Ready for 2023! |
|
X
|
Completion of lecture 5,6. Then Lecture X. Then Lesson 2. |
LectureX, 1 slide per page
LectureX, 4 slides per page (Updated 14/9 2022) Ready for 2023! |
|
7
|
Segmentation: region growing, region splitting and merging,
watersheds, labeling.
Morphological image procession II. |
Lecture7, 1 slide per page
Lecture7, 4 slides per page (Updated 23/9 2020) Ready for 2023! |
|
8
|
Thresholding with hysteres.
Matched filters and pattern recognition. The structure tensor. |
Lecture8, 1 slide per page
Lecture8, 4 slides per page (slightly updated 29/9 2023) Ready for 2023! |
|
9
|
Edge detection.
Marr-Hildreth's and Canny's edge detector.
Hough transform. Fourier descriptors. |
Lecture9, 1 slide per page
Lecture9, 4 slides per page (slightly updated 29/9 2023) Ready for 2023! FourierDescr |
|
10
|
Noise reduction. Image restoration. |
Lecture10, 1 slide per page
Lecture10, 4 slides per page (Updated 5/10 2021) Ready for 2023! |
|
11
|
Color |
Lecture11, 1 slide per page
Lecture11, 4 slides per page (Updated 14/10 2021) Ready for 2023! |
|
12
|
Various topics.
This is a short lecture! |
Lecture12, 1 slide per page
Lecture12, 4 slide per page (Updated 14/10 2021) Ready for 2023! |