EE638 : Digital Image Processing
Link for Online Lectures: (Google Meet)
[Lecture-1]: Syllabus and Evaluation Criteria (Link) (Date: 06/01/2022)
1. Online Lectures
- Lecture-2: Introduction to Image Processing (Link) (Date: 07/01/2022 )
- Lecture-3: Image Acquisition (Link) (Date: 20/01/2022 ). PPT Link (Link)
- Lecture-4: Image Point Processing (Link) (Date:20/01/2022 ). PPT Link (Link)
- Lecture-5: (Link) (20/01/2022)
- Lecture-6: (Link) (20/01/2022)
- Lecture-7: (Link) (29/01/2021). PPT on Frequency Domain Filtering (Link)
- Lecture-8: (Link) (29/01/2021)
- Lecture-9: (Link) (29/01/2021)
- Lecture-10: (Link) (29/01/2021). PPT on Wavelets (Link)
- Lecture-11: (Link) (04/02/2022)
- Lecture-12: (Link) (04/02/2022)
- Lecture-13: (Link) (04/02/2022)
- Lecture-14: (Link) (10/02/2022)
- Lecture-15: (Link) (10/02/2022)
- Lecture-16: (Link) (10/02/2022). PPT on Morphology (Link)
- Lecture-17: (Link) (17/02/2022).
- Lecture-18: (Link) (17/02/2022).
- Lecture-19: (Link) (17/02/2022). PPT on Geometric Transformations (Link)
- Lecture-20: (Link) (24/02/2022).
- Lecture-21: (Link) (24/02/2022)
- Lecture-22: (Link) (24/02/2022)
- Lecture-23: (Link) (16/03/2022) PPT on Image Compression (Link)
- Lecture-24: (Link) (16/03/2022) PPT on Image Segmentation (Link)
- PPT on Image Restoration (Link)
2. Deep Learning for Computer Vision and Image Processing.
- Lecture-25: (Link) (Basics of NN)
- Lecture-26: (Link) (Basics of NN)
- Lecture-27: (Link) (Basics of CNN)
- Lecture-28: (Link) (Basics of CNN)
- Lecture-29: (Link) (AutoEncoders)
- Lecture-30: (Link) (AutoEncoders)
- Lecture-31: (Link) (GANs)
- Lecture-32: (Link) (GANs)
- Presentation for Lectures 25-32 (Link)
3. Segmentation
- Lecture-33: (Link) (MsEDNet) (Paper-Link)
- Lecture-34: (Link) (MsFgNet) (Paper-Link)
- Lecture-35: (Link) (FgGAN) (Paper-Link)
- Presentation for Lectures 33-35 (Link)
4. Image Restoration [Single Image Haze Removal]
- Lecture-36: (Link) (C2MSNet-SIHR)(Paper-Link)
- Lecture-37: (Link) (RYFNet-SIHR)(Paper-Link)
- Lecture-38: (Link) (RI-GAN-SIHR)(Paper-Link)
- Presentation for Lectures 36-38 (Link)