In recent years, significant advances in computer vision have also propelled progress in remote sensing. Concurrently, the use of drones has expanded, with many organizations incorporating them into their operations. Most drones are equipped by default with RGB cameras, which are both robust and among the easiest sensors to use and interpret. The body of literature on optical remote sensing is vast, encompassing diverse tasks, capabilities, and methodologies. Each task or methodology could warrant a dedicated survey. This work provides a comprehensive overview of the capabilities of the field, while also presenting key information, such as datasets and insights. It aims to serve as a guide for researchers entering the field, offering high-level insights and helping them focus on areas most relevant to their interests. To the best of our knowledge, no existing survey addresses this holistic perspective.
翻译:近年来,计算机视觉领域的重大进展也推动了遥感技术的发展。与此同时,无人机的应用范围不断扩大,许多组织已将其纳入日常运营。大多数无人机默认配备RGB相机,这类传感器不仅性能稳定,而且属于最易使用和解读的传感器之一。光学遥感领域的文献体量庞大,涵盖了多样化的任务、功能与方法论。每个任务或方法都值得进行专门的综述研究。本工作对该领域的能力进行了全面概述,同时提供了关键信息,如数据集与核心见解。其旨在为刚进入该领域的研究人员提供指导,提供高层级的见解,并帮助他们聚焦于与其兴趣最相关的方向。据我们所知,目前尚无现有综述从这一整体性视角进行探讨。