The airborne ice-penetrating radar (IPR) is an effective method used for ice sheet exploration and is widely applied for detecting the internal structures ...
Noise Removal and Feature Extraction in Airborne Radar ...
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Jan 13, 2022 · In this paper, we first applied conventional filtering methods to remove the feature noise and interference in IPR data. Furthermore, machine ...
A fusion method combining both filtering methods and machine-learning-based methods to optimize the feature extraction in IPR data is proposed to remove the ...
The airborne ice-penetrating radar (IPR) is an effective method used for ice sheet exploration and is widely applied for detecting the internal structures ...
May 14, 2024 · ... (Noise Removal and Feature Extraction in Airborne Radar Sounding Data of Ice Sheets). ... ice flow and the characteristics of the bottom of ice ...
In this paper, we first applied conventional filtering methods to remove the feature noise and interference in IPR data. Furthermore, machine learning methods ...
Dec 30, 2023 · We removed the noise from the processed radar data, extracted ice layer continuity features, and used other techniques to verify the calculation ...
In order to eliminate the diagonal strip noise mainly present in airborne IPR data of the Amery ice shelf and Grove Mountain regions, traditional ground ...
The airborne ice-penetrating radar (IPR) is an effective method used for ice sheet exploration and is widely applied for detecting the internal structures of ...