Design of Single-Camera Mirrored Binocular Vision Sensor With Single-Plane Mirror

Environmental perception, which is crucial for robotic decision-making and execution control, presents significant challenges in developing lightweight compact, low-cost, real-time, and flexible 3-D vision sensor with moderate measurement accuracy. Compared with stereo-vision sensor based on multicamera, single-camera mirrored binocular sensor provides more compact structure and lower cost. Furthermore, the single-camera mirrored binocular has the advantage of real-time measurement compared with the actual binocular realized by moving camera. This article develops a mirrored binocular vision sensor with single-plane mirror and only one camera. A single-plane mirror is used to form a virtual binocular, and the structural parameters of the sensor are optimized from the aspects of spatial arrangement, field of view (FOV), measurement accuracy, and depth of field (DOF). Based on a planar target calibration approach, the camera calibration accuracy is 0.064 pixels, and the average calibration error of the sensor is 0.022 mm. Using deep learning algorithm, the operational performance in both structured and unstructured environments is validated through experiments, and the results demonstrate that the accuracy of 3-D reconstruction is greater than 0.1 mm.

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Publication Details

Journal
IEEE Sensors Journal
Published
2024-09-30
DOI
https://doi.org/10.1109/jsen.2024.3466932
Citations
3
Primary Topic
Optical Systems and Laser Technology
Type
article
Field-Weighted Citation Impact
0.63

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article

Design of Single-Camera Mirrored Binocular Vision Sensor With Single-Plane Mirror

Fuqiang Zhou, Haishu Tan, Tingwen Hu
3 citations
IEEE Sensors Journal
Optical Systems and Laser Technology
0.63
article

Design of Single-Camera Mirrored Binocular Vision Sensor With Single-Plane Mirror

Fuqiang Zhou, Haishu Tan, Tingwen Hu
article en
3 citations

Abstract

Environmental perception, which is crucial for robotic decision-making and execution control, presents significant challenges in developing lightweight compact, low-cost, real-time, and flexible 3-D vision sensor with moderate measurement accuracy. Compared with stereo-vision sensor based on multicamera, single-camera mirrored binocular sensor provides more compact structure and lower cost. Furthermore, the single-camera mirrored binocular has the advantage of real-time measurement compared with the actual binocular realized by moving camera. This article develops a mirrored binocular vision sensor with single-plane mirror and only one camera. A single-plane mirror is used to form a virtual binocular, and the structural parameters of the sensor are optimized from the aspects of spatial arrangement, field of view (FOV), measurement accuracy, and depth of field (DOF). Based on a planar target calibration approach, the camera calibration accuracy is 0.064 pixels, and the average calibration error of the sensor is 0.022 mm. Using deep learning algorithm, the operational performance in both structured and unstructured environments is validated through experiments, and the results demonstrate that the accuracy of 3-D reconstruction is greater than 0.1 mm.

IEEE Sensors JournalVol. 24(21)
Foshan University (CN), Beihang University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 31%
Optical Systems and Laser Technology
0.63
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Design of Single-Camera Mirrored Binocular Vision Sensor With Single-Plane Mirror — Fuqiang Zhou, Haishu Tan, et al. · IEEE Sensors Journal (2024) | TGRS Research Map | TGRS