IMAGE PROCESSING
| |||
Subject Code
|
: 10EC763
|
IA Marks
|
: 25
|
No. of Lecture Hrs/Week : 04
|
Exam Hours
|
: 03
| |
Total no. of Lecture Hrs. : 52
|
Exam Marks
|
: 100
| |
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.
No comments:
Post a Comment