AD-603 (B) · Digital Image Processing/Official Syllabus
Digital Image Processing (AD-603 (B)) - Official Syllabus
1
Unit 1
Digital Image fundamentals
- Digital Image fundamentals, A simple image model
- Sampling and Quantization
- Relationship between pixels
- Imaging geometry
- Image acquisition systems
- Different types of digital images
2
Unit 2
Image transformations
- Image transformations, Introduction to Fourier transforms
- Discrete Fourier transforms
- Fast Fourier transform
- Walsh transformation, Hadmord transformation
- Discrete Cosine Transformation
3
Unit 3
Image enhancement
- Image enhancement, Filters in spatial and frequency domains
- Histogram based processing
- Image subtraction, Averaging
- Image smoothing, Nedion filtering, Low pass filtering
- Image sharpening by High pass filtering
4
Unit 4
Image encoding and segmentation
- Encoding: Mapping, Quantizer, Coder
- Error free compression
- Lossy Compression schemes
- JPEG Compression standard
- Detection of discontinuation by point detection, Line detection, edge detection
- Edge linking and boundary detection, Local analysis
- Global processing via Hough transforms and graph theoretic techniques
5
Unit 5
Mathematical morphology and Recent advancement
- Mathematical morphology- Binary, Dilation, crosses, Opening and closing
- Simple methods of representation, Signatures, Boundary segments
- Skeleton of a region
- Polynomial approximation
- Recent advancement in DIP
- Machine learning for image processing application
Reference Books
- Digital Image Processing — Rafael C Gonzalez, Richard E Woods — Pearson
- Digital Image Processing using Matlab — Rafael C Gonzalez, Richard E Woods — TMH
- Digital Image Processing & Computer Vision — Sonka — Cengage Learning
- Digital Image Processing — Jayaraman — TMH
- Digital Image Processing — Pratt — Wiley India
- Fundamentals of Digital Image Processing — Annadurai — Pearson Education
Go to where you left off?
Quick Add to Notes
Save questions, your own notes and screenshots into notes filed by unit. It takes a free account.
Create free accountHave an account? Log in
Notes Panel