Digital-Image-Processing

Image Processing algorithm from classical to Deep Learning !!!

Assignment_1

Report 1

1. Histogram Computation
2. Otsu's Binarization
3. Depth based Extraction
4. Connected Component
5. MSER-

Assignment_2

Report 2

1. Image intensity correction
2. Contrast Stretching
3. Image Rotation
4. Spatial Filtering

Assignment_3

Report 3

1. Radial Sinusoid and Frequency response
2. Frequency Domain Filtering
3. Image Deblurring

Assignment_4

Report 4

1. Image Denoising
2. Edge Detection
3. Hough Transform

Assignment_5

Report 5

1. Image classification : Feature extraction using Pretrained Vision Transformer and extracting deep feature than using KNN classifier to classify images into five different categories. Pretrained and finetuning approach.