Position estimating device
Provided is a position estimation device capable of highly accurate position estimation. A position estimation device 1 of the present invention is the position estimation device 1 which estimates a current position of a moving object 100 equipped with an imaging device 12 , estimates the current position of the moving object 100 , create a plurality of virtual positions based on the current position, creates virtual images at the plurality of virtual positions, respectively, compares the plurality of virtual images with an actual image to calculate a comparison error, calculates a weight based on at least one of information acquired by the imaging device 12 and information of a current position error of the moving object, performs weighting on the comparison error using the weight, and corrects the current position based on the comparison error to be weighted.
1. A position estimation device configured to estimate a current position of a moving object equipped with an imaging device, comprising:
at least one processor configured to:
estimate the current position of the moving object;
create a plurality of virtual positions based on the estimated current position;
create each of a plurality of virtual images in a case of assuming that imaging is performed at the plurality of virtual positions by the imaging device, wherein only information within a predetermined threshold from the estimated current position is converted into a virtual image;
compare the plurality of virtual images with an image captured at the current position by the imaging device to calculate each of comparison errors;
calculate a weight based on at least one of information acquired by the imaging device or information on a current position error of the moving object obtained;
weight each of the comparison errors using the weight; and
correct the estimated current position based on each of the comparison errors to be weighted,
wherein a number of the virtual positions and an interval from the estimated current position are adjusted based on the information on the current position error of the moving object,
wherein the information acquired by the imaging device includes all of:
information on a calibration error of the imaging device,
information on a feature point on an image captured by the imaging device,
information on a parallax image error when a parallax image is created from the image captured by the imaging device,
information on an image intensity acquired from the image captured by the imaging device, and
information on an image resolution acquired from the image captured by the imaging device.
2. The position estimation device according to claim 1 , wherein
the at least one processor is configured to set a virtual position for which the comparison error to be weighted is minimum among the plurality of virtual positions as the current position of the moving object.
3. The position estimation device according to claim 1 , wherein
an image resolution of the imaging device is changed based on the information on the current position error of the moving object.