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Unsupervised Binary Classifier-Based Object Detection Algorithm with Integrated Background Subtraction Suitable for Use with Aerial Imagery

Published in MDPI AG • Aug 1, 2025
Authors:
Gabija Veličkaitė
,
Ignas Daugėla
,
Ivan Suzdalev

Abstract

This research presents the development of a novel object detection algorithm designed to identify humans in natural outdoor environments using minimal computational resources. The proposed system, SARGAS, combines a custom convolutional neural network (CNN) classifier with MOG2 background subtractio...

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