Labs
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Lab
1 - Pointwise Image Processing - Due 9/16
- Reading, Writing, Displaying Images
- Thresholding, Bi-level Thresholding
- Inverting, Brightness Modification, Effect of Reducing Quantization and
Sampling
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Lab 2 - Image Region Processing - Due 9/23
- Image Acquisitions
- Windowing, Rotation
- Image Arthimetics, Logical Operations
- Creating Synthetic Images
- Connected Component Labeling
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Lab 3 - Image Enhancement & Boundary Following - Due 10/1
- Histogram Modification
- Region Filling
- Boundary Following
- Block AveragingF
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Lab 4 - Filtering/Template Matching - Due 10/8
- Downsampling and Upsampling
- Image Interpolation
- Filtering/Convolution
- Noise Removal
- Template Matching
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Lab 5 - Edge Detection & Image Warping - Due 10/15
- Edge Detection by Kernel Convolution (Prewiee, Sobel, Laplacian)
- Gradient Edge Detector
- Image Warping
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Lab 6 - Edge Detection & Linking, Corner Detection - Due 10/22
- Edge detection: Canny, Cubic Image Approximation
- Dual Threshold Edge Linking
- Boundary Following
- Corner Detection
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Lab 7 - Segmentation - Due 11/5
- Split and Merge
- Boundary Melting
- Seeded Region Growing (!!!!!)
- Watershed Segmentation (*)
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Lab 8 - Active Contours
- Snake (GVF*)
- Curve Evolution (!!!!!)
- Livewire (*)
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Lab 9 - Tracking
- Object Tracking
- Object Prediction
- Optical Flow
- Lab 10 - Object Recognition
- Template Matching
- Feature Extraction
- Indexing into Databases by Shape
- Model-Based
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