Hello Everyone, wishing you a very pleasant day, this article describes about the notes of digital image processing.
Digital Image Processing
Let see the syllabus first,
UNIT- I
Digital image fundamentals and Image Transforms:-
- Digital Image through scanner
- Concept of gray levels
- Gray level to binary image conversion
- Sampling and quantization.
- Relationship between pixels.
- 2D FFT and its Properties.
- Walsh transform
- Hadamard Transform
- Discrete cosine Transform
- Haar transform
- Slant transform
- SVD and Hoteling transform.
UNIT- II
Image enhancement in spatial domain and Frequency domain:
- Point processing
- Histogram processing
- Spatial filtering
- Enhancement in frequency domain
- Image smoothing
- Image sharpening,
- Image enhancement using Fuzzy logic.
UNIT- III
Color image processing and Restoration:
- Pseudo color image processing
- full color image processing
- Image Restoration Degradation model
- Algebraic approach to restoration
- Inverse filtering
- least mean square filters
- Constrained Least Squares Restoration
- Interactive Restoration.
UNIT- IV
Segmentation and Thresholding:
- Image segmentation
- Detection of discontinuities
- Edge linking and boundary detection
- Thresholding
- Region oriented segmentation
- edge detection using Fuzzy logic.
UNIT- V
Image Compression Techniques:
- Image compression Redundancies and their removal methods
- Fidelity criteria
- Image compression models
- Source encoder and decoder
- Error free compression
- Lossy compression
- Case study in Image watermarking.
Text Books
1. Fundamentals of Digital Image processing pdf- Anil-k-Jain - CLICK HERE
2. Digital Image Processing - Rafel C.Gonaelz, Richard E.Woods - CLICK HERE
Notes
Unit 1 👉 CLICK HERE
Unit 2 👉 CLICK HERE
Unit 3 👉 CLICK HERE
Unit 4 👉 CLICK HERE
Unit 5 👉 CLICK HERE
Previous year Papers- CLICK HERE