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A Calibration Method for Stereo Vision Sensor Based on Spherical Lens

A technology of stereo vision and calibration method, which is applied in the direction of instruments, image analysis, image enhancement, etc., can solve the problems of insufficient precision, complicated calibration process, poor imaging quality, etc., and achieve the effect of high precision and accurate calibration results

Active Publication Date: 2022-02-11
BEIHANG UNIV
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Problems solved by technology

[0004] However, the existing main calibration methods based on projection array stereo vision sensors have relatively strict requirements on the relative position between the lens and the camera, such as requiring the camera to be parallel to the lens, which is difficult to achieve in actual operation; or requires manual intervention, For example, manually marking the outline of the spherical lens, the calibration process is complicated; or the accuracy is insufficient, especially at the edge of the spherical lens due to large aberrations and insufficient depth of field, resulting in poor imaging quality and inaccurate feature point extraction, resulting in poor calibration accuracy. Use the calibration results to complete the measurement

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  • A Calibration Method for Stereo Vision Sensor Based on Spherical Lens
  • A Calibration Method for Stereo Vision Sensor Based on Spherical Lens
  • A Calibration Method for Stereo Vision Sensor Based on Spherical Lens

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Embodiment Construction

[0028] The basic idea of ​​the present invention is: use the uncertainty method to obtain the image feature point coordinates; use the analytical method to obtain the initial value of the structural parameters; take the reprojection error and the reconstruction error as the objective function, and use multiple pictures to realize the three-dimensional image based on the spherical lens. Calibration of the visual sensor; the reconstruction and measurement of the stereo vision sensor is realized according to the intersection of the outgoing rays of the lenses at the same point at one point.

[0029] The present invention will be further described in detail below by taking a spherical array-based stereoscopic vision sensor composed of a camera and two spherical lenses as an example.

[0030] Such as figure 1 Shown, the present invention is based on the spherical lens stereo vision sensor calibration method, mainly comprises the following steps:

[0031] Step 11: The measurement p...

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Abstract

The invention discloses a calibration method for a stereoscopic vision sensor based on a spherical lens, which includes: placing a checkerboard target at a suitable position for several times, shooting the image of the target refracted by multiple lenses; extracting the refracted value of each lens in the image Checkerboard corner points; use analytical method to calibrate the initial value of structural parameters; obtain the optimal solution of structural parameters through nonlinear optimization. Compared with the perspective projection camera, the invention has a larger field of view, and can realize three-dimensional reconstruction with only one camera, and is suitable for large field of view measurement under narrow conditions.

Description

technical field [0001] The invention relates to sensor calibration technology and visual measurement technology, in particular to a spherical lens-based stereo vision sensor calibration method. Background technique [0002] Stereo vision sensors based on catadioptric elements have the advantages of compact structure, easy construction and low cost, and there is no synchronization error, which has attracted extensive attention of scholars in recent years. The stereoscopic vision sensor based on spherical lens is composed of a camera combined with two or more spherical lenses, which has a large field of view and is suitable for the measurement of a large field of view in a narrow space. [0003] The calibration of the stereo vision sensor based on the spherical lens includes two parts: the internal parameter calibration of the camera and the structural parameter calibration. There are many literatures about camera internal parameter calibration, so we focus on the structural ...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/80
CPCG06T7/85G06T2207/10021
Inventor 刘震阎峰胡杨李若铭吴穗宁
Owner BEIHANG UNIV
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