A Vehicle Detection Approach From Satellite Imagery Using Antibody Networks

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Executive Summary

This paper presents a novel vehicle detection approach based on artificial immune principle. The approach is to build an artificial immune system for vehicle detection from high resolution satellite imagery, where vehicles mimic dangerous antigens and vehicle detection templates mimic antibodies. The artificial immune system uses the antibody network concept inspired from the immune system to learn a set of templates called antibodies for vehicle detection. The details of proposed approaches are described in this paper, and experiments on real satellite images are also given to show the feasibility and performance of proposed method.

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