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19 July 2024 A fast target detection method in the sky background
Zhiwei Hu
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Proceedings Volume 13181, Third International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2024); 1318123 (2024) https://doi.org/10.1117/12.3031299
Event: Third International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2024), 2024, Beijing, China
Abstract
Infrared imaging technology has unique advantages in the field of aerial motion target detection, but usually the information captured by the target is limited. Because the small target is easy to be submerged in the background, the existing method is difficult to detect the small target quickly and accurately under various complex environments. This paper proposes a fast detection method by using the morphological features of targets in infrared images. This method increases the morphological differences between target and non-target regions in the image through high pass filtering, and then uses the SUSAN edge detection operator to scan the processed image and detect the target interest region. In MATLAB simulation environment, the effectiveness of the algorithm was verified through infrared image sequences captured in specific actual sky background. Through experimental data obtained under specific conditions, it has been proven that this method can detect targets and overcome the influence of complex interference when the sample data is limited.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
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Zhiwei Hu "A fast target detection method in the sky background", Proc. SPIE 13181, Third International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2024), 1318123 (19 July 2024); https://doi.org/10.1117/12.3031299
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KEYWORDS
Target detection
Image processing
Infrared imaging
Object detection
Detection and tracking algorithms
Small targets
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