As the main force of naval warfare, helicopters also require rapid identification and targeting of targets in addition to the detection of ship targets. From the current public information, it is known that helicopters mostly use optical targeting systems for target search, and pilots need to manually adjust the optical targeting video screen to confirm the targeting. In the complex background weather environment, the pilot confirms the target for a long time, which affects the combat efficiency. In recent years, the world pattern has changed, and various modern technologies have been applied to all aspects of the battlefield. Among them, automatic target recognition technology based on deep learning has become the most efficient application in the battlefield. In terms of business applications, Google, Facebook AI, and Tesla are all developing deep learning technologies. In this paper, the deep recognition model YOLO-V5 is used to train and learn the ship target set to meet the purpose of automatic aiming of helicopters for sea targets, and its accuracy and recall rate meet the requirements.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Helicopter automatic aiming technology for sea targets based on deep learning


    Beteiligte:
    Batista, Paulo (Herausgeber:in) / Bilas Pachori, Ram (Herausgeber:in) / Zhang, Yang (Autor:in)

    Kongress:

    International Conference on Image, Signal Processing, and Pattern Recognition (ISPP 2023) ; 2023 ; Changsha, China


    Erschienen in:

    Proc. SPIE ; 12707


    Erscheinungsdatum :

    2023-06-08





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Helicopter bucket watering aiming device

    SONG WEIWEI / LIU WEIDA / XIE DONGDONG et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Bucket fire extinguishing aiming device for helicopter

    CHEN YUZHU / XU JIAHU / JIANG XIJUN et al. | Europäisches Patentamt | 2023

    Freier Zugriff


    Helicopter Usage Monitoring Systems: Aiming at a Safer Operation

    Spinello, M. / Maino, B. / Associazione Italiana di Aeronautica ed Astronautica et al. | British Library Conference Proceedings | 1993