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Probability(of boundary) based edge detection

License: MIT License

TeX 45.75% Jupyter Notebook 52.26% Python 1.99%
edge-detection difference-of-gaussian filters gabor gradients leung-malik pblite texton-maps python3 half-disk-masks

rbe549-alohomora's Introduction

Probability(of boundary) based edge detection

Original image

Filter banks

Oriented Derivative of Gaussian

Oriented DoG

Oriented DoG

Leung-Malik

Leung-Malik

Gabor

Gabor

Maps

Texton

Texton map

Brightness

Brightness map

Color

Color map

Gradients

Half-disk masks

Half-disk masks

Texture

Texture gradient

Brightness

Brightness gradient

Color

Color gradient

Baselines

Sobel

Sobel

Canny

Canny

Final PB-Lite Output

PB-Lite

For more details refer to the report.

rbe549-alohomora's People

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