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AdjustSense:使用高速全景相机和直驱电机实现自适应三维感应系统,具有可调空间-时间分辨率和测量范围。

AdjustSense: Adaptive 3D Sensing System with Adjustable Spatio-Temporal Resolution and Measurement Range Using High-Speed Omnidirectional Camera and Direct Drive Motor.

机构信息

Department of Precision Engineering, The University of Tokyo, Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.

Department of Precision Mechanics, Faculty of Science and Engineering, Chuo University, Kasuga, Bunkyo-ku, Tokyo 112-8551, Japan.

出版信息

Sensors (Basel). 2021 Oct 21;21(21):6975. doi: 10.3390/s21216975.

DOI:10.3390/s21216975
PMID:34770282
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8588087/
Abstract

Many types of 3D sensing devices are commercially available and were utilized in various technical fields. In most conventional systems with a 3D sensing device, the spatio-temporal resolution and the measurement range are constant during operation. Consequently, it is necessary to select an appropriate sensing system according to the measurement task. Moreover, such conventional systems have difficulties dealing with several measurement targets simultaneously due to the aforementioned constants. This issue can hardly be solved by integrating several individual sensing systems into one. Here, we propose a single 3D sensing system that adaptively adjusts the spatio-temporal resolution and the measurement range to switch between multiple measurement tasks. We named the proposed adaptive 3D sensing system "AdjustSense." In AdjustSense, as a means for the adaptive adjustment of the spatio-temporal resolution and measurement range, we aimed to achieve low-latency visual feedback for the adjustment by integrating not only a high-speed camera, which is a high-speed sensor, but also a direct drive motor, which is a high-speed actuator. This low-latency visual feedback can enable a large range of 3D sensing tasks simultaneously. We demonstrated the behavior of AdjustSense when the positions of the measured targets in the surroundings were changed. Furthermore, we quantitatively evaluated the spatio-temporal resolution and measurement range from the 3D points obtained. Through two experiments, we showed that AdjustSense could realize multiple measurement tasks: 360∘ 3D sensing, 3D sensing at a high spatial resolution around multiple targets, and local 3D sensing at a high spatio-temporal resolution around a single object.

摘要

许多类型的 3D 感测设备已经商业化,并在各个技术领域得到应用。在大多数具有 3D 感测设备的传统系统中,其时空分辨率和测量范围在操作过程中是恒定的。因此,根据测量任务选择合适的感测系统是必要的。此外,由于上述常数的存在,这种传统系统很难同时处理多个测量目标。通过将几个单独的感测系统集成到一个系统中,这个问题几乎无法得到解决。在这里,我们提出了一种自适应调整时空分辨率和测量范围的单 3D 感测系统,可以在多个测量任务之间切换。我们将提出的自适应 3D 感测系统命名为“AdjustSense”。在 AdjustSense 中,作为自适应调整时空分辨率和测量范围的手段,我们旨在通过集成高速相机(一种高速传感器)和直接驱动电机(一种高速执行器)来实现调整的低延迟视觉反馈,从而实现调整的低延迟视觉反馈。这种低延迟的视觉反馈可以同时实现大范围的 3D 感测任务。我们展示了在周围测量目标位置发生变化时 AdjustSense 的行为。此外,我们还从获得的 3D 点定量评估了时空分辨率和测量范围。通过两个实验,我们表明 AdjustSense 可以实现多个测量任务:360°3D 感测、多个目标周围高空间分辨率的 3D 感测以及单个物体周围高时空分辨率的局部 3D 感测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/33412b9e5091/sensors-21-06975-g014.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/652f131cee1b/sensors-21-06975-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/8e8ffadbec44/sensors-21-06975-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/de2ce25490f2/sensors-21-06975-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/87a8456eb20a/sensors-21-06975-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/32ee33e7f2d1/sensors-21-06975-g011.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/c6c8db007871/sensors-21-06975-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/33412b9e5091/sensors-21-06975-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/89c407d44d21/sensors-21-06975-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/7e3d69cae114/sensors-21-06975-g002.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/bead8babf7fe/sensors-21-06975-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/01c011c88bc5/sensors-21-06975-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/a09f57ec97f8/sensors-21-06975-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/652f131cee1b/sensors-21-06975-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/8e8ffadbec44/sensors-21-06975-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/de2ce25490f2/sensors-21-06975-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/87a8456eb20a/sensors-21-06975-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/32ee33e7f2d1/sensors-21-06975-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/387c84d05013/sensors-21-06975-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/c6c8db007871/sensors-21-06975-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4366/8588087/33412b9e5091/sensors-21-06975-g014.jpg

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