Hi I am a student of the VTU and need the syllabus for the Image Processing part so can you please provide me the same???

Hi below I have given you the VTU Image Processing Syllabus so you can have a look


VTU Image Processing Syllabus


PART – A
UNIT - 1
DIGITAL IMAGE FUNDAMENTALS: What is Digital Image Processing. fundamental Steps in Digital Image Processing, Components of an Image processing system, elements of Visual Perception. 6 Hours
UNIT - 2
Image Sensing and Acquisition, Image Sampling and Quantization, Some Basic Relationships between Pixels, Linear and Nonlinear Operations.
6 Hours
UNIT - 3
IMAGE TRANSFORMS: Two-dimensional orthogonal & unitary transforms, properties of unitary transforms, two dimensional discrete Fourier transform. 7 Hours
UNIT - 4
Discrete cosine transform, sine transform, Hadamard transform, Haar transform, Slant transform, KL transform. 7 Hours
PART – B
UNIT - 5
IMAGE ENHANCEMENT: Image Enhancement in Spatial domain, Some Basic Gray Level Trans -formations, Histogram Processing, Enhancement Using Arithmetic/Logic Operations. 7 Hours
UNIT - 6
Basics of Spatial Filtering Image enhancement in the Frequency Domain
filters, Smoothing Frequency Domain filters, Sharpening

Frequency Domain
filters, homomorphic filtering.

6 Hours
UNIT - 7
Model of image degradation/restoration process, noise models, Restoration in the Presence of Noise, Only-Spatial Filtering Periodic Noise Reduction by Frequency Domain Filtering, Linear Position-Invariant Degradations, inverse filtering, minimum mean square error (Weiner) Filtering,
7 Hours
UNIT - 8
Color Fundamentals. Color Models, Pseudo color Image Processing., processing basics of full color image processing
6 Hours
TEXT BOOK:
1. “Digital Image Processing” , Rafael C.Gonzalez, Richard E. Woods, etl , TMH , 2nd Edition 2010.
REFERENCE BOOKS:
1.“Fundamentals of Digital Image Processing” , Anil K. Jain, Pearson Education, 2001.
2.“Digital Image Processing and Analysis” , B. Chanda and D. Dutta Majumdar, PHI, 2003.

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