ELL715
| ELL715 | |
|---|---|
| Digital Image processing | |
| Credits | 4 |
| Structure | 3-0-2 |
| Pre-requisites | |
| Overlaps | |
ELL715 : Digital Image processing
[edit]Introduction to 2-D Signals and Systems. Image Digitization. Image Transforms. Image Enhancement: Image Restoration: Inverse Filtering, Algebraic Approach to Restoration, Wiener (LMS) approach, Constrained Least Squares Restoration, Adaptive methods for restoration. Image Reconstruction: The Filtered Back- Projection Algorithm, Algebraic Reconstruction Method. Image Segmentation: Detection of Discontinuities, Edge Linking and Boundary Detection, Thresholding, Region-Oriented Segmentation. Object representation and description: Boundary descriptors, region descriptors, HOG and SIFT based features. Colour Image processing: colour models, colour transformations, and processing techniques.