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• W4282970790 abstract "• The features of aerial targets in the space-based infrared image are analyzed and the difficulty of space-based aerial target detection is concluded. • Space-based detection method based on interframe registration and spatial local contrast (IFR-SLC) is proposed to suppress the strong clutter and enhance the weak target, which finally achieves space-based aerial target detection. • The datasets obtained from the space-based infrared platform verify that IFR-SLC performs better than existing methods on space-based aerial target detection. Infrared aerial target detection on a space-based platform is of great importance in the field of aerospace. However, the intensities of clutter may be much stronger than those of aerial targets in space-based infrared images, which causes issues in accurate aerial target detection. Existing detection methods cannot adapt well to such a situation, and often receive results with missed detections and false alarms since they are prone to enhance clutter rather than the target. To tackle such limitations, we propose a two-stage Interframe Registration and Spatial Local Contrast (IFR-SLC) based method for space-based infrared aerial target detection. In the first stage, the interframe registration model is constructed to suppress strong clutter and highlight the target. In the second stage, the spatial local contrast model is introduced to further suppress the residual background and enhance the target, which eventually generates the saliency map with only the aerial target remaining. Target extraction is conducted by setting an adaptive threshold. Five space-based sequences with different backgrounds were selected for evaluation, and experimental results indicated better performances of IFR-SLC compared with those of space-based or state-of-the-art detection methods." @default.
• W4282970790 created "2022-06-17" @default.
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• W4282970790 date "2022-11-01" @default.
• W4282970790 modified "2023-09-29" @default.
• W4282970790 title "Space-based infrared aerial target detection method via interframe registration and spatial local contrast" @default.
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• W4282970790 doi "https://doi.org/10.1016/j.optlaseng.2022.107131" @default.
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