深度学习技术应用于自动识别崩塌滑坡体初探

A Preliminary Discussion on the Application of Deep Learning Technology to the Automatic Identification of Landslide

初步总结了基于无人机航拍影像使用深度学习技术对崩塌滑坡体进行自动识别的方法、效果以及存在问题,对深度学习技术基于无人机航拍影像自动识别崩塌滑坡体的可行性进行了研究,采用多尺度移动窗方法整合影像分类器以实现目标对象的自动识别。希望本文研究总结的深度学习技术应用于地质灾害隐患影像处理领域的可行性和困难能够供同业人员借鉴。

This paper has a discussion on the method,effect and existing problems of automatic identification of landslide body based on aerial drone imagery and by means of deep learning technology and makes an approach to the feasibility of applying this automatic identification method.