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A Comparative Analysis between Active and Passive Techniques for Underwater 3D Reconstruction of Close-Range Objects

机译:近距离物体水下3D重建主动与被动技术的比较分析

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摘要

In some application fields, such as underwater archaeology or marine biology, there is the need to collect three-dimensional, close-range data from objects that cannot be removed from their site. In particular, 3D imaging techniques are widely employed for close-range acquisitions in underwater environment. In this work we have compared in water two 3D imaging techniques based on active and passive approaches, respectively, and whole-field acquisition. The comparison is performed under poor visibility conditions, produced in the laboratory by suspending different quantities of clay in a water tank. For a fair comparison, a stereo configuration has been adopted for both the techniques, using the same setup, working distance, calibration, and objects. At the moment, the proposed setup is not suitable for real world applications, but it allowed us to conduct a preliminary analysis on the performances of the two techniques and to understand their capability to acquire 3D points in presence of turbidity. The performances have been evaluated in terms of accuracy and density of the acquired 3D points. Our results can be used as a reference for further comparisons in the analysis of other 3D techniques and algorithms.
机译:在某些应用领域,例如水下考古学或海洋生物学中,需要从无法从其站点移除的物体中收集三维近距离数据。特别地,3D成像技术被广泛用于水下环境中的近距离采集。在这项工作中,我们在水中比较了分别基于主动和被动方法以及全场采集的两种3D成像技术。比较是在恶劣的能见度条件下进行的,该条件是在实验室中通过将不同数量的粘土悬浮在水箱中而产生的。为了公平地比较,两种技术均采用了立体声配置,使用相同的设置,工作距离,校准和对象。目前,建议的设置不适用于实际应用,但是它使我们能够对两种技术的性能进行初步分析,并了解它们在存在浊度的情况下获取3D点的能力。已根据获取的3D点的准确性和密度对性能进行了评估。我们的结果可作为其他3D技术和算法分析中进一步比较的参考。

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