在水生环境中使用消费者级数码静止相机进行精确立体测量原位评估的实用指南

IF 0.4 Q4 Engineering
Matthias Wehkamp, P. Fischer
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引用次数: 21

摘要

计划使用水下立体成像技术的科学家在方法实施过程中经常面临许多问题:商用设备过于昂贵;设置或校准过于复杂;或者成像处理(即测量立体图像中的物体)过于复杂,如果没有耗时的训练和评估阶段就无法执行。本文解决了其中的一些问题,并描述了海洋生物学家的立体测量工作流程。它还提供了如何用两台数码消费者相机组装水下立体摄影系统的说明,并给出了安装硬件的逐步指导。第二部分详细介绍了校正镜头畸变的立体图像对的软件程序,这在使用带有非校准光学单元的相机时尤为重要。最后给出了测量立体像对中物体长度(或距离)的过程指南。为了揭示所述系统的适用性和局限性,并测试不同类型相机(小型相机和单反相机)的效果,进行了实验,以确定两种通用立体成像单元的精度和准确性:基于两台奥林巴斯Mju 1030SW小型相机的潜水操作系统和基于两台佳能1100D单反相机的电缆连接天文台系统。在没有任何镜头畸变校正的最简单设置中,低预算的奥林巴斯Mju 1030SW系统的平均精度误差(测量与物体实际尺寸的百分比偏差)在10.2到-7.6%之间(总体平均值:-0.6%),具体取决于测量物体与相机的尺寸、方向和距离。在单反(SLR)系统中,观察到的数值非常相似,在10.1%和-3.4%之间(总体平均值:-1.2%)。透镜畸变的校正显著提高了两种系统的平均精度误差。更重要的是,两种系统的系统精度(精度的扩展)都得到了显著提高。无论是使用广角变换器还是系统的多次重组对结果都没有显著的负面影响。研究表明,独立于系统的水下立体摄影具有强大的、无损的原位采样潜力,无需事先的专业培训即可使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A practical guide to the use of consumer-level digital still cameras for precise stereogrammetric in situ assessments in aquatic environments
Scientists planning to use underwater stereoscopic image technologies are often faced with numerous problems during the methodological implementations: commercial equipment is too expensive; the setup or calibration is too complex; or the imaging processing (i.e. measuring objects in the stereo-images) is too complicated to be performed without a time-consuming phase of training and evaluation. The present paper addresses some of these problems and describes a workflow for stereoscopic measurements for marine biologists. It also provides instructions on how to assemble an underwater stereo-photographic system with two digital consumer cameras and gives step-by-step guidelines for setting up the hardware. The second part details a software procedure to correct stereo-image pairs for lens distortions, which is especially important when using cameras with non-calibrated optical units. The final part presents a guide to the process of measuring the lengths (or distances) of objects in stereoscopic image pairs. To reveal the applicability and the restrictions of the described systems and to test the effects of different types of camera (a compact camera and an SLR type), experiments were performed to determine the precision and accuracy of two generic stereo-imaging units: a diver-operated system based on two Olympus Mju 1030SW compact cameras and a cable-connected observatory system based on two Canon 1100D SLR cameras. In the simplest setup without any correction for lens distortion, the low-budget Olympus Mju 1030SW system achieved mean accuracy errors (percentage deviation of a measurement from the object’s real size) between 10.2 and –7.6% (overall mean value: –0.6%), depending on the size, orientation and distance of the measured object from the camera. With the single lens reflex (SLR) system, very similar values between 10.1% and –3.4% (overall mean value: –1.2%) were observed. Correction of the lens distortion significantly improved the mean accuracy errors of either system. Even more, system precision (spread of the accuracy) improved significantly in both systems. Neither the use of a wide-angle converter nor multiple reassembly of the system had a significant negative effect on the results. The study shows that underwater stereophotography, independent of the system, has a high potential for robust and non-destructive in situ sampling and can be used without prior specialist training.
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来源期刊
UNDERWATER TECHNOLOGY
UNDERWATER TECHNOLOGY ENGINEERING, OCEAN-
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