Low-cost coastal mapping using Kinect v2 time-of-flight cameras

T. Butkiewicz
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引用次数: 80

Abstract

High-resolution elevation and bathymetry data for coastal zones is extremely valuable to many researchers, however the cost of acquiring such data is prohibitively expensive for most research budgets, as it relies on specialized hardware. Mass produced off-the-shelf consumer cameras and sensors are becoming increasingly powerful, and can be affordable alternatives for collecting data. Microsoft's original Kinect sensor was repurposed to collect data for Earth sciences research, but its low depth resolution hindered its usefulness for creating accurate maps. In this paper, we evaluate Microsoft's next generation Kinect for Windows v2 sensor, which employs time-of-flight technology. Based on our results, the new sensor has great potential for use in coastal mapping and other Earth science applications where budget constraints preclude the use of traditional remote sensing data acquisition technologies.
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使用Kinect v2飞行时间相机的低成本沿海地图
海岸带的高分辨率高程和测深数据对许多研究人员来说是非常有价值的,然而获取这些数据的成本对于大多数研究预算来说都是非常昂贵的,因为它依赖于专门的硬件。批量生产的现成消费类相机和传感器正变得越来越强大,可以成为收集数据的廉价替代品。微软最初的Kinect传感器是用来为地球科学研究收集数据的,但它的低深度分辨率阻碍了它在绘制精确地图方面的作用。在本文中,我们评估了微软下一代Kinect的Windows v2传感器,它采用了飞行时间技术。基于我们的研究结果,在预算限制无法使用传统遥感数据采集技术的沿海测绘和其他地球科学应用中,新型传感器具有巨大的应用潜力。
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