080230060 Digital Image Processing CSE 8th Semester Anna University Coimbatore Syllabus Regulation 2008

Anna university Coimbatore Syllabus

080230060 Digital Image Processing CSE 8th Semester Anna University Coimbatore Syllabus Regulation 2008

Department of Computer science and Engineering 

Meant for Anna University Coimbatore,trichy,trinelveli

Syllabus 

(Regulation 2008/2010)

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Details:

University:Anna University

Year: Fourth  Year

Department: B.E Computer Science and Engineering 

Semester:  (VIII) 

Content: 080230060 Digital Image Processing CSE 8th Semester Anna University Coimbatore Syllabus Regulation 2008

Subject code: 080230060

Subject Name: Digital Image Processing

Regulation: 2008 or 2010 

Post Type: Syllabus

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UNIT I 

DIGITAL IMAGE FUNDAMENTALS AND TRANSFORMS                         9

Elements of visual perception – Image sampling and quantization Basic relationship between pixels – Basic geometric transformations-Introduction to Fourier Transform and DFT – Properties of 2D Fourier Transform – FFT – Separable Image Transforms -Walsh

– Hadamard – Discrete Cosine Transform, Haar, Slant – Karhunen – Loeve transforms.

UNIT II                     

  IMAGE ENHANCEMENT TECHNIQUES                                9

Spatial Domain methods:   Basic grey level transformation – Histogram equalization – Image subtraction – Image averaging –Spatial filtering: Smoothing, sharpening filters – Laplacian filters – Frequency domain filters : Smoothing – Sharpening filters – Homomorphic filtering.

UNIT III 

  IMAGE RESTORATION:                                                                         9

Model of Image Degradation/restoration process – Noise models – Inverse filtering - Least mean square filtering – Constrained least mean square filtering – Blind image restoration – Pseudo inverse – Singular value decomposition.

UNIT IV    

IMAGE COMPRESSION                                                                          9

Lossless  compression: Variable length  coding  –  LZW  coding  –  Bit  plane  coding- predictive coding-DPCM.

Lossy   Compression:   Transform  coding    –  Wavelet    coding   –    Basics   of   Image

compression standards: JPEG, MPEG,Basics of Vector quantization.

UNIT V         

  IMAGE SEGMENTATION AND REPRESENTATION                         9

Edge    detection     –Thresholding    -     Region    Based    segmentation    –    Boundary representation: chair codes- Polygonal approximation –Boundary segments –boundary descriptors: Simple descriptors-Fourier descriptors - Regional descriptors –Simple descriptors- Texture

TEXT BOOKS

TOTAL : 45

1.         Rafael C Gonzalez, Richard E Woods 2nd Edition, Digital Image Processing - Pearson Education 2003.

2.         William K Pratt, Digital Image Processing John Willey (2001)

REFERENCES

1.  Image Processing Analysis and Machine Vision – Millman Sonka, Vaclav hlavac, Roger Boyle, Broos/colic, Thompson Learniy (1999).

2.  A.K. Jain, PHI, New Delhi (1995)-Fundamentals of Digital Image Processing.

3.  Chanda Dutta Magundar – Digital Image Processing and Applications, Prentice Hall of India, 2000

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