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Aaron Dougherty
Aaron Dougherty

23 Followers

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Published in Towards Data Science

·Nov 11, 2020

Magic of the Sobel Operator

Low-level feature detection using edges — Finally, the moment you have all been waiting for, the next in our unsupervised Bayesian inference series: Our (not so) deep dive into the Sobel Operator. A truly magical edge detection algorithm, it enables low-level feature extraction and dimensionality reduction, essentially reducing noise in the image. …

Sobel

4 min read

Magic of the Sobel Operator
Magic of the Sobel Operator
Sobel

4 min read


Published in Towards Data Science

·Nov 2, 2020

The Power of (Local Binary) Patterns

Unsupervised Bayesian Inference (reducing dimensions and unearthing features) —

Local Binary Patterns

9 min read

The Power of (Local Binary) Patterns
The Power of (Local Binary) Patterns
Local Binary Patterns

9 min read

Aaron Dougherty

Aaron Dougherty

23 Followers

Machine Learning Engineer — Cyted Ltd. Building the next generation of AI-based Computational Histopathology diagnostics. Machine Vision, NLP, Bayesian Models.

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