This repository contains all the Assignments done as a part of 'Digital Image Processing (DIP)' Course instructed by Dr. Ravi Kiran during the Spring 2020 Semester at IIIT-H. The goal of this course was to make oneself comfortable with how digital images are stored and processed on the computer and also get a feel of how an image would look like after going through some digital processing. I have committed the Problem Statements and Solution Notebooks in the appropriate Assignment directories.
Here is a brief description of each of the Assignments. Please check out the Problem Statements PDFs for a detailed understanding of the objectives of each of the Assignments.
- Assignment 1: Pixel Manipulation, Contrast Stretching, Bits Manipulation, Intensity Transformation, Histogram Equalization and Histogram Transformation
- Assignment 2: Edge Detection, High Boost Filtering, Laplacian of an image, Convolution, Bilateral Filters, Image Restoration, Linear Spatial Filters
- Assignment 3: Discrete Fourier Transform(DFT), Fast Fourier Transform(FFT), Low pass Filtering, High pass Filtering, Band pass Filtering, Spatial Sampling
- Assignment 4: Morphological Operations(erosion, dilation), Skeletonization of an image, Segregating organs of interest from CT Scan, Connected Components
For any queries related to the content, feel free to reach out to me at: swetanjal.dutta@research.iiit.ac.in