ec2029 lesson plan
DESCRIPTION
lesson plan for DIPTRANSCRIPT
UNIT-I
DIGITAL IMAGE FUNDAMENTALS AND TRANSFORMS9
S.NoTopics to be covered
1. Elements of digital image processing systems
2. Vidicon and Digital Camera working principles
3. Elements of visual perception
4. Brightness, contrast, hue, saturation, mach band effect
5. Color image fundamentals RGB models
6. HSI models
7. Image sampling and quantization, Dither
8. Two-dimensional mathematical preliminaries
9. Introduction to Fourier Transform and DFT
10. Discrete Cosine Transform and its properties
11. Karhunen Loeve transforms and its properties
12. Singular Value Decomposition and its properties
UNIT II IMAGE ENHANCEMENT 9
S.NoTopics to be covered
1Spatial Domain methods: Basic grey level transformation
2Histogram equalization
3Histogram specification techniques
4Noise Distributions
5Spatial averaging
6Directional Smoothing
7Median, Geometric mean, Harmonic mean, Contraharmonic mean filters
8Homomorphic filtering
9Color image enhancement techniques
10Color image enhancement techniques
UNIT III IMAGE RESTORATION 9
S.NoTopics to be covered
1Introduction to Image restoration
2Degradation models
3Unconstrained restoration
4Lagrange multiplier
5Constrained restoration
6Inverse filtering-
7Removal of blur caused by uniform linear motion
8Wiener filtering
9Geometric transformations
10Spatial transformation
UNIT IV IMAGE SEGMENTATION 9 S.NoTopics to be covered
1Introduction Image Segmentation
2Edge detection
3Edge linking via Hough transform
4Thresholding
5Region Based segmentation
6Region growing
7 Region splitting and Merging
8Segmentation by morphological watersheds basic concepts
9Dam construction
10Watershed segmentation algorithm
UNIT V IMAGE COMPRESSION 9
S.NoTopics to be covered
1Need for data compression, Different types of compression
2Variable length coding-Huffman Coding
3Tutorials
4Run Length Encoding, Shift codes
5Arithmetic coding
6Vector Quantization
7Lossy Compression: Transform coding
8Wavelet coding
9Basics of Image compression standards: JPEG
10MPEG standards