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Per-Pixel Probabilistic Boundary Detection Algorithm

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Pb-Lite

Per-Pixel Probability of Boundary Detection Algorithm

Please refer the Report for implementation details and explanation.

Algorithm Overview:

Overview

Filter Banks:

1. Gabor Filters:
Gabor Filter

2. Half Disk Filters: Half Disk

3. Leung-Malik Filters: LM Large

4. Oriented DOG Filters:
Oriented DOG Filter Bank

Image Input:

10

Colour Map:

CMap_10

Final Result:

PBLite_10

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Per-Pixel Probabilistic Boundary Detection Algorithm

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