Maritime Surveillance Ship Detection Based on Traditional CV Methods

This repository implements maritime surveillance ship detection based on the horizon detection - background subtraction - foreground segamentation pipeline with Python.

Implemented Methods

Horizon Detection

• MSCM-LiFe (https://www.doi.org/10.1109/TENCON.2016.7848237)

Background Subtraction

Foreground Segamentation

Running on your Own Computer

Installation

Dataset Preparation

Please pack your dataset up into a COCO-format