Yonggang Gu’s research while affiliated with University of Science and Technology of China and other places

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Publications (50)


LAMOST overview.
FVC system.
Pinhole camera model.
Procedure of the proposed method.
The process of constructing SLT.

+13

A flexible and effective calibration method for fiber viewing camera in multi-object fiber-fed telescope
  • Article
  • Publisher preview available

January 2025

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6 Reads

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Yonggang Gu

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Chao Zhai

The positioning accuracy of the robotic fiber positioners (RFPs) is a crucial issue because incorrect fiber position can significantly affect the spectral quality. The fiber viewing camera is implemented to guide the fiber positioning. However, the current camera calibration methods are inconvenient for the narrow space of the telescope. To solve this problem, a flexible separated calibration method is proposed in this study. Firstly, the initial calibration is completed by traditional Zhang’s method. Secondly, multiple small planar targets (SPTs) are placed on the focal plane to form a spliced large target (SLT) to calibrate the lens aberrations. Then, the home position of the RFPs is used as a variable control point to calibrate the extrinsic parameters. Furthermore, an improved weighted multiple harmonic (WMH) method is proposed to obtain accurate centroids of the deformed light spot. A prototype fiber position detection system is constructed in the laboratory. Physical experiments verify the effectiveness and flexibility of the proposed method, which has practical engineering significance.

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Defocus displacement detection for fiber tip in fiber-fed spectrograph based on depth from focus

June 2024

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10 Reads

Fiber positioning technology is widely used in spectroscopic telescopes. The Z-axis position of the optical fiber tip must be strictly constrained on the focal plane, otherwise the skylight of the celestial body cannot be focused on the optical fiber tip, thus affecting the observation efficiency of the telescope. Taking the Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST) as an example, 4,000 optical fibers are densely distributed on the focal panel, and the distance between adjacent ones is very small, which means that contact-type instruments cannot be used. Therefore, this article proposes a fiber Z-axis position measurement method based on depth from focus (DFF). First, a new sharpness function based on the maximum edge gradient is proposed according to the edge diffusion distribution of spots in a backlight environment, which can accurately calculate the sharpness value of light spot images at different focus levels. Secondly, in order to improve the measurement speed of DFF, a focus search algorithm based on the blurred spot radius is proposed, which establishes the relationship between the defocus radius of the spot and the focus position. The displacement stage only moves 4 steps to obtain an initial focus position. Finally, a micro-step search is performed on both sides of the initial focus position to obtain an accurate focus evaluation curve, and Gaussian fitting is performed on the focus curve to obtain an accurate focus position. In the laboratory, an experimental platform was built to confirm the efficiency and accuracy of this method, results show measurement accuracy is about 10 micrometers.


A flexible and effective calibration method for fiber viewing camera in multi-object fiber-fed spectrographs

May 2024

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12 Reads

The positioning accuracy of the robotic fiber positioners (RFPs) is a crucial issue because incorrect fiber placement can significantly affect the spectral quality. The fiber viewing camera (FVC) is implemented to guide the fiber positioning. However, the current camera calibration methods are inconvenient for the narrow space of the telescope. To solve this problem, an innovative calibration method is proposed in this study. Multiple small planar targets are placed on the focal plane to form a spliced large target (SLT) to calibrate the lens aberrations. Then, the home position of the RFPs is used as a variable control point (VCP) to calibrate the extrinsic parameters. Furthermore, a weighted multiple harmonic (WMH) method is proposed to obtain accurate centroids of the deformed light spot. A fiber position detection system is constructed in the laboratory. Physical experiments verify the effectiveness and flexibility of the proposed method, which has practical engineering significance.



Fast and practical method for underwater stereo vision calibration based on ray-tracing

June 2023

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57 Reads

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3 Citations

The perspective camera model has difficulty handling refracted light in the underwater environment. To achieve accurate and convenient calibration in large underwater scenes, we propose a method based on the underwater refractive camera model in this paper. First, the initial values of the refraction parameters are solved using refraction coplanarity constraints. Then the initial values are optimized nonlinearly using co-point constraints, which simplifies the optimization process of existing methods. In the field of view of 200  mm×200  mm{200}\;{\rm mm} \times {200}\;{\rm mm} 200 m m × 200 m m , the experiment results show that the reconstruction accuracy of the proposed method can reach below 0.02 mm, and it is equally effective in the case of sparse calibration.


Novel Fiducial Fiber Scanning Measurement Method Based on a Polar Coordinate System for LAMOST

March 2023

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34 Reads

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4 Citations

Publications of the Astronomical Society of the Pacific

The multiobject fiber-fed spectrograph is the core scientific instrument for large-scale spectroscopic surveys. For closed-loop control of fiber positioning, fiber metrology systems are implemented in numerous fiber-fed spectrographs. The position accuracy of the fiducial fiber in the focal plate directly affects the performance of the fiber metrology system. However, there are currently no suitable methods and devices for measuring the fiducial fibers with high accuracy in the Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST). To solve this problem, this study proposed a novel online scanning measurement method for fiducial fibers in which a scanning camera was set up in front of the focal plate, and the rotation and translation movements of the focal plate were combined to set a polar coordinate measurement system. First, the pole and polar axis of the polar coordinate frame were determined, and the compensation values of the polar radius and angle of the polar coordinate of the fiducial fibers were solved in the field of view of the scanning camera. A prototype measurement platform was set up to verify the feasibility and scientific validity of the method. Experiment results show that the polar radius accuracy of the proposed method met the measurement requirements. The X – Y measurement accuracy can be further improved when a higher-precision rotary stage is adopted. Thus, the difficulties in online accurate measurement for fiducial fibers can be tackled by the proposed method with good operability in LAMOST.




Dental Implant Navigation System Based on Trinocular Stereo Vision

March 2022

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204 Reads

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8 Citations

Traditional dental implant navigation systems (DINS) based on binocular stereo vision (BSV) have limitations, for example, weak anti-occlusion abilities, as well as problems with feature point mismatching. These shortcomings limit the operators’ operation scope, and the instruments may even cause damage to the adjacent important blood vessels, nerves, and other anatomical structures. Trinocular stereo vision (TSV) is introduced to DINS to improve the accuracy and safety of dental implants in this study. High positioning accuracy is provided by adding cameras. When one of the cameras is blocked, spatial positioning can still be achieved, and doctors can adjust to system tips; thus, the continuity and safety of the surgery is significantly improved. Some key technologies of DINS have also been updated. A bipolar line constraint algorithm based on TSV is proposed to eliminate the feature point mismatching problem. A reference template with active optical markers attached to the jaw measures head movement. A T-type template with active optical markers is used to obtain the position and direction of surgery instruments. The calibration algorithms of endpoint, axis, and drill are proposed for 3D display of the surgical instrument in real time. With the preoperative path planning of implant navigation software, implant surgery can be carried out. Phantom experiments are carried out based on the system to assess the feasibility and accuracy. The results show that the mean entry deviation, exit deviation, and angle deviation are 0.55 mm, 0.88 mm, and 2.23 degrees, respectively.


Citations (18)


... They developed a checkerboard method based on aquila optimizer (AO) to avoid the complex calibration process and solution process of the nonlinear underwater structured light vision model. Liu et al. (2023b) developed a method based on an underwater refraction camera model. They used the refraction coplanarity constraint to solve the initial values of the refraction parameters and the common point constraint to perform nonlinear optimization of the initial values. ...

Reference:

Application of artificial intelligence in the new generation of underwater humanoid welding robots: a review
Fast and practical method for underwater stereo vision calibration based on ray-tracing

... The focal plane is equipped with hundreds to thousands of robotic fiber positioners (RFPs), each of which can position a fiber to a target position on the focal plane to receive the starlight of celestial objects, as shown in figure 1 [3]. Therefore, FPS can position thousands of fibers simultaneously, a key technology for carrying out next-generation large-scale spectroscopic survey projects [4,5]. The positioning accuracy is a crucial indicator of FPS. ...

Novel Fiducial Fiber Scanning Measurement Method Based on a Polar Coordinate System for LAMOST
  • Citing Article
  • March 2023

Publications of the Astronomical Society of the Pacific

... Otherwise, the observing performance will be seriously affected [6]. To achieve the required positioning accuracy, FPS adopts a vision-based closed-loop positioning control strategy [7]. A fiber viewing camera (FVC) is installed in front of the focal plane to measure the position of the fiber end. ...

Fiber position measurement method in LAMOST based on external planar target
  • Citing Article
  • August 2022

Optical Engineering

... One such solution is the use of multiple CMOS arrays to focus on different planes. This solution has been implemented recently in odontology to improve the performance of dental implants 33 . The use of three cameras instead of two enabled the estimation of the spatial coordinates even when the camera was blocked entirely. ...

Dental Implant Navigation System Based on Trinocular Stereo Vision

... In addition, Bi et al. proposed the dental implant surgical robot based on trinocular stereo vision (TSV) to address intraoperative visual obstructions, and the mean entry deviation, exit deviation, and angle deviation of the TSV system were 0.55 mm, 0.88 mm, and 2.23 degrees [27]. Although previous studies showed the single-point positioning accuracy of TSV can reach 0.024 mm, this system's structure was more complex and came with higher costs [28]. ...

High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision

... According to the number and characteristics of visual sensors, existing location systems can be roughly divided into multi-vision locating, binocular vision locating, and monocular vision locating [30]. Multi-vision can obtain more visual information, but the structure of the visual controller is complex [31], and real-time performance is poor. Binocular vision needs to accurately know the spatial position relationship between the two cameras, collect two images from different perspectives, and then calculate the 3D coordinates of a target according to the pixel difference of the two images through the triangulation principle. ...

Multi-camera stereo vision based on weights
  • Citing Conference Paper
  • May 2020

... The grain size is measured by image analysis software (IMAGEJ). The tensile tests were conducted at room temperature by means of a Zwick 100 KN capacity tensile testing machine using fine speckle patterns with the resuired high contrast [20][21][22]. ...

Out-of-plane motion and non-perpendicular alignment compensation for 2D-DIC based on cross-shaped structured light
  • Citing Article
  • November 2020

Optics and Lasers in Engineering

... Wang decomposed the deformed image and reference image into multi-resolution layers and converted the two-dimensional template into a onedimensional grayscale value sequence. The correlation coefficient between the two comparison images was calculated in the low-resolution layer, achieving the estimation of the initial values of the translation and rotation speed of the rotating object [14]. Jia proposed a method for calibrating projector parameters in a DCP system with high accuracy, which uses the binocular camera to uniquely determine the coordinates of 3D feature points [15]. ...

Fast initial value estimation in digital image correlation for large rotation measurement
  • Citing Article
  • April 2020

Optics and Lasers in Engineering

... Halcon circular calibration template is adopted in this design, but the calibration package only can detect checkerboard calibration template, thus, a circular marker extraction algorithm is needed. The gray centroid method based on elliptic boundary is used to extract feature points, the method combines the elliptic fitting with gray centroid method, and it is described in our previous work [26]. After calibration, intrinsic parameters, extrinsic parameters, and distortion coefficients of each camera can be obtained. ...

Camera calibration method in specific bands for the near-infrared dynamic navigator
  • Citing Article
  • September 2019

Optical Engineering

... The principle of the DSCM involves measuring the numerical information of two speckle images before and after deformation [6]. Research on the DSCM mainly focuses on algorithms based on a whole-pixel displacement search and a sub-pixel displacement search [7][8][9][10][11][12][13][14][15][16]. The whole-pixel displacement search provides pixel-level initial values for the sub-pixel displacement search, which ultimately improves measurement accuracy. ...

Deformation measurement of high-speed rotating drone blades based on digital image correlation combined with ring projection transform and orientation codes
  • Citing Article
  • August 2019

Measurement