# Random Walker

Probabilistic algorithm using random walks to determine pixel labels based on similarity to seed point.

## Overview

| Property | Value |
|----------|-------|
| **Speed** | Medium |
| **Precision** | High |
| **Best For** | Noisy images, probabilistic segmentation |

## Parameters

- **Sensitivity**
- **Brush Radius**

## Strengths

- Robust to noise
- Smooth boundaries

## Limitations

- Slower on large regions
- Requires scikit-image

## Screenshots

![Random Walker - Example 1](/_static/_static/screenshots/algorithms/algorithm_005_random_walker.png)

![Random Walker - Example 2](/_static/_static/screenshots/algorithms/algorithm_006_random_walker.png)