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1 results about "Square error" patented technology

Definition: The mean square error is equal to the square of the bias plus the variance of the estimator. If the sampling method and estimating procedure lead to an unbiased estimator, then the mean square error is simply the variance of the estimator.

Semi-automatic calibration method for multi-line laser radar and visual sensor

ActiveCN112881999ARealize automatic identificationRealize visual displayImage analysisWave based measurement systemsEngineeringCalibration result
The invention discloses a semi-automatic calibration method for a multi-line laser radar and a visual sensor. The method is characterized in that the method comprises the following steps: calibrating the internal reference of the visual sensor, inputting a calibration result into a calibration program, and determining a focusing range; moving a calibration plate bottom plate to the front of the visual sensor, then standing still, placing marker standard plates in sequence, and then determining the positions of the marker standard plates through a visual sensor visualization module; recording scale values corresponding to the marker standard boards, inputting the scale values into a prior information calculation module according to a given name and the placement sequence of the marker standard boards, and performing calculation through the prior information calculation module to obtain prior information; and recording data packets of the laser radar and the visual sensor by using rosbag, and when prior information is consistent with configuration information and scale values, starting a calibration program, and outputting an external reference result, an optimizing residual root-mean-square error and a projection evaluation effect. Calibration stability and calibration precision are improved through automatic identification of laser radar feature points and a visual sensor identification verification mechanism.
Owner:SHANGHAI XIHONGQIAO NAVIGATION TECH CO LTD
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