Rapid three-dimensional calibration method for wide baselines for intelligent monitoring systems

An intelligent monitoring system and three-dimensional calibration technology, applied in image data processing, instruments, calculations, etc., can solve problems such as complex calculations and not converging to extreme points.

Inactive Publication Date: 2012-09-26
HUNAN CHUANGYUAN INTELLIGENT TECH
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  • Claims
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AI Technical Summary

Problems solved by technology

[0004] The above calibration methods all have more requirements on the selection of calibration points. For example, DLT requires 6 calibration points on different surfaces, Faig method requires 17 points, Tsai method requires 5 points on the Z zero plane, and the latter two methods are computationally complex. , and the three methods may not converge to the extreme point

Method used

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Embodiment Construction

[0022] In order to make the technical means, creative features, work flow, and use methods of the present invention achieve the purpose and effect easily understood, the present invention will be further described below in conjunction with specific illustrations.

[0023] The simplified imaging model of the camera will be briefly described below, and the content of the present invention will be described in detail on the basis of the imaging model.

[0024] Camera imaging model description:

[0025] We describe the camera imaging model as a process composed of coordinate system transformation, linear projection, and pixel quantization. Coordinate system transformation refers to the conversion from the world coordinate system to the camera coordinate system. Linear projection refers to the transformation of the camera coordinate system. The point is projected onto the image plane, and pixel quantization refers to sampling the image on the image plane, and the sampling size is t...

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Abstract

The invention discloses a rapid three-dimensional calibration method for wide baselines for intelligent monitoring systems, the method is simple and stable, and calibration parameters of a camera can be obtained just through selecting the coordinate positions of corresponding two calibration points and the camera in a three-dimensional scene in a three-dimensional scene coordinate and an image coordinate. Certainly, the result is obtained at the cost of a certain precision reduction, because in the process of establishing an imaging model, a linear projection model is selected, and a situation that the optical center of the camera is arranged in the center of an image is hypothesized, the scale factors of pixels in the UV (ultraviolet) direction are equal, and a phenomenon of beveling distortion does not exist. In the existing production process, the distortion of an optical system of a common fixed-focus camera is small, and the small distortion is acceptable to the demands of video monitoring. A wide baseline point is calibrated by using two points with longer pixel distances in a selected scene, in such a way, the error caused by calibration point selection is reduced to some extent.

Description

technical field [0001] The invention relates to a camera calibration method, in particular to a wide-baseline rapid three-dimensional calibration method for an intelligent monitoring system. Background technique [0002] Camera calibration has become an important hotspot in the field of computer vision research. Its main function is to obtain the mutual mapping relationship between the three-dimensional world coordinates in the scene and the two-dimensional image coordinates output by the camera. It is widely used in 3D precise measurement, 3D reconstruction and other fields. It can also be used in intelligent video surveillance. The auxiliary system obtains the mapping relationship between scenes and image coordinates, and obtains certain physical size information. Before processing the video The obtained prior information is helpful to the design of the algorithm of the intelligent video surveillance system and improves the working performance of the system. Using the sur...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00
Inventor 夏东
Owner HUNAN CHUANGYUAN INTELLIGENT TECH
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