Monocular SLAM-based multi-keyframe cooperation ground target positioning method of unmanned aerial vehicle platform
A positioning method and ground target technology, which are applied in the field of multi-key frame cooperative ground target positioning based on monocular SLAM on UAV platforms, can solve problems such as low positioning accuracy, and achieve the effects of high accuracy, high measurement accuracy and fast speed.
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[0036] The specific steps of the multi-key frame coordinated ground target positioning method based on monocular SLAM for the drone platform of the present invention are as follows:
[0037] 1. Calibration of the internal parameters of the monocular camera.
[0038] Zhang's calibration method: adjust the calibration board, continuously collect 20 images, perform corner detection, calculate the homography transformation H between the image and the checkerboard, and use the geometric relationship of the checkerboard to establish the correspondence of the corners in each view image Relation, the space coordinates of all corner points on the checkerboard meet the coplanarity constraint. Assuming that the Z coordinate is 0, the homography is calculated:
[0039]
[0040] Among them, u, v are the pixel coordinates of the corner point, and X, Y are the space coordinates of the corner point on the chessboard. Decompose H as follows:
[0041] H=sK[r 1 r 2 t] (4)
[0042] Where r 1 ,r 2 ,t is...
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