The invention discloses an aircraft icing prediction method based on image recognition and an icing detector, and the method comprises the steps: inputting the image information, collected by a camera, of an icing detection region into a Transform model, extracting the digital features of the image information, inputting the digital features into a U-Net model for training, and outputting an icing condition prediction result of the icing detection region. Under the condition that the size of the detector is not changed, the calculation method of the detector is improved, the calculation efficiency is improved, the icing prediction capability of the detector is improved, and the requirements of multiple functions and multiple types of aircraft icing detection are met.

    本发明公开了一种基于图像识别的飞机结冰预测方法及结冰探测器,将摄像头采集的结冰探测区域的图像信息输入到Transformer模型,提取图像信息的数字特征,将数字特征输入到U‑Net模型进行训练后,输出结冰探测区域的结冰状况预测结果。本发明在不改变探测器体积尺寸的条件下,改善探测器的解算方法用于提升解算效率,同时增加探测器的结冰预测能力,以满足飞机结冰探测多功能,多机型的需求。


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    Title :

    Aircraft icing prediction method based on image recognition and icing detector


    Additional title:

    一种基于图像识别的飞机结冰预测方法及结冰探测器


    Contributors:
    LEE JIN-SEOK (author) / XIONG YAQI (author) / WANG FENG (author) / WEN KE (author)

    Publication date :

    2024-05-07


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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