UNIT 1: Image formation and description – digital image representation-element of visual perception-sampling and quantisation -elements of digit image processing systems.
UNIT II: Image transform, digital image transforms-fourier transform-extension 2D. DCT Walsh, Hadamard Transforms
UNIT III: Image enhancements segmentation – histograms modification – image smoothing – image sharpening – thresholding- edge detection segmentation point and region dependent techniques. Color image processing ; color fundamentals, color models pseudo - color image processing – intensity slicing gray level to color transformation , filtering approach, full – color image processing
UNIT IV: Image encoding – fidelity criteria – transform compression – K L,Fourier DCT, spatial compression run length coding – Huffman coding – color coding restoration, restoratin models, inverse filtering – least squares filtering – recursive filtering
Text Book: 1. Gonzalez R.C, Woods R.E digital Image Processing, Addison Wesley
Reference Books: 1. Rosenfeld A, Kak A C digital picture processing, vo 1 & 2, Academic press 2. Fundamentals of digital image processing Anil K. Jain, Prentice-Hall of India
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