CS5011 – DIGITAL IMAGING SYLLABUS M.E. COMPUTER SCIENCE AND ENGINEERING ANNA UNIVERSITY TIRUCHIRAPPALLI/TRICHY

Anna University Tiruchirappalli - 620 024
Regulations 2007 Sylllabus
M.E. COMPUTER SCIENCE AND ENGINEERING
ELECTIVES CS5011 – DIGITAL IMAGING

UNIT I DIGITAL IMAGE FUNDAMENTALS 9
Image Formation – Image Transforms – Fourier Transforms – Walsh– Hadamard – Discrete Cosine – Hotelling Transforms.

UNIT II IMAGE ENHANCEMENT & RESTORATION 9
Histogram Modification Techniques – Image Smoothening – Image Sharpening – Image Restoration – Degradation Model – Noise Models – Spatial Filtering – Frequency Domain Filtering.

UNIT III IMAGE COMPRESSION & SEGMENTATION 9
Compression Models – Elements of Information Theory – Error Free Compression –Image Segmentation – Detection of Discontinuities – Edge Linking and Boundary Detection – Thresholding – Region Based Segmentation – Morphology.

UNIT IV REPRESENTATION AND DESCRIPTION 9
Representation Schemes – Boundary Descriptors – Regional Descriptors – Relational Descriptors.

UNIT V OBJECT RECOGNITION AND INTERPRETATION 9
Patterns and Pattern Classes – Decision Theoretic Methods – Structural Methods.

Total: 45


TEXTBOOK
1. Gonzalez R. C & Woods R.E., “Digital Image Processing”, 2nd Edition, Pearson Education,
2002.

REFERENCES
1. Anil Jain K, “Fundamentals of Digital Image Processing”, Prentice Hall of India, 1989.
Sid Ahmed, “Image Processing”, McGraw Hill, 1995.

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