UNIT 1:
Neighbors of a pixel, Adjacency, Connectivity, Regions and Boundaries
SVD transform, Wavelet transform
SVD transform, Wavelet transform
Image transforms - Properties of 2D DFT, DCT
Image transforms - Properties of 2D DFT, DCT
Structure of human eye, Image formation
Digital image processing system - Fundamental steps in digital image processing
Image transforms - Properties of 2D DFT, DCT
Components of an image processing system
UNIT 2:
Image Enhancement: Histogram processing - Histogram equalization
Image Restoration: A model of image degradation/Restoration process
Image Enhancement: Histogram processing - Histogram equalization
Constrained least mean square filtering
Matching, Local histogram processing
Noise models- Inverse filtering
UNIT 3:
Huffman Coding, Arithmetic coding
Lossy compression – Transform coding
Image segmentation: Detection of isolated points
Line detection, Edge models, Basic edge detection
Region based segmentation - region growing
UNIT 4:
Dilation process for binary and gray image with applications
Erosion process for binary and gray image with applications
Basic Morphological Algorithms
Morphological reconstruction
UNIT 5:
Introduction to computer vision
Photometric image formation
Pyramids and Wavelets- Fourier Transforms
Pyramids and Wavelets- Fourier Transforms
Geometric transformations
Image formation and processing
The digital camera: Point Operators
Geometric transformations
