Sr. No.

Content

Total 
Weightage

Digital Image Fundamentals:

Light and Electromagnetic spectrum, Components of Image processing
system, Image formation and digitization concepts, Neighbors of pixel
adjacency connectivity, regions and boundaries, Distance measures,
Applications.

Image Enhancements:

In spatial domain: Basic gray level transformations, Histogram
processing, Using arithmetic/Logic operations, smoothing spatial filters,
Sharpening spatial filters.
In Frequency domain: Introduction to the Fourier transform and
frequency domain concepts, smoothing frequency-domain filters,
Sharpening frequency domain filters.

Image Restoration:

Various noise models, image restoration using spatial domain filtering,
image restoration using frequency domain filtering, Estimating the
degradation function, Inverse filtering.

Colour Image Processing:

Colour fundamentals, Colour models, Colour transformation, Smoothing
and Sharpening, Colour segmentation.

Wavelet And Multi-Resolution Processing:

Image pyramids, Multi-resolution expansion, wavelet transform

Image Compression:

Introduction, Image compression model, Error-free compression, Lossy
compression

Image Segmentation:

Detection of discontinuities, Edge linking and boundary detection,
thresholding.