Image processing device and markers
View Patent ↗An image processing device ( 10 ) comprises the following: an image acquisition unit ( 1 ) for acquiring an image in which markers for calibration are captured; an edge detection unit ( 2 ) for detecting the edges of the markers in the image; a polygon generating unit ( 3 ) for estimating a plurality of straight lines on the basis of the edges and generating a virtual polygon region that is surrounded by the plurality of straight lines, the generation being carried out in the image in a region thereof including regions other than those where markers are installed; and a camera parameter calculation unit ( 4 ) for calculating camera parameters on the basis of the characteristic amount, with respect to the image, of the virtual polygon region and the characteristic amount, with respect to real space, of the virtual polygon region.
1. A vehicle-mounted image processing apparatus comprising a processor configured to:
acquire a captured image of one or more markers set in a marker settable range;
detect:
a plurality of edges of the one or more markers in the image or
a plurality of feature points of the one or more markers in the image,
each of the plurality of feature points indicating an end point of one of the one or more markers or a center of gravity of one of the one or more markers;
estimate a plurality of straight lines based on the plurality of edges or the plurality of feature points and
generates a virtual polygon region surrounded by the plurality of straight lines and a plurality of vertexes each being an intersection point of the plurality of straight lines; and
calculate a camera parameter based on a feature value of the virtual polygon region in the image and a feature value of the virtual polygon region in a real space, wherein:
the feature value of the virtual polygon region in the image is information on a shape of the virtual polygon region in the image,
the feature value of the virtual polygon region in the real space is information on a shape of the virtual polygon region in the real space, and
at least one of the plurality of vertexes is a virtual vertex which is included in a region outside the marker settable range and is different from the edge or the feature point in the image.
2. The image processing apparatus according to claim 1 , wherein the plurality of straight lines are estimated based on the plurality of edges or the plurality of feature points of a first marker and the plurality of edges or the plurality of feature points of a second marker, and
the first marker and the second marker are located separately in the image.
3. The image processing apparatus according to claim 1 , wherein the processor is further configured to set the feature value of the virtual polygon region in the real space as a length of each side or an angle at each vertex making up the virtual polygon region.
4. An image processing method, performed by a processor of a vehicle-mounted image processing apparatus, the image processing method comprising steps of:
acquiring a captured image of one or more markers set in a marker settable range;
detecting a plurality of edges or a plurality of feature points of the one or more markers in the image, each of the plurality of feature points indicating an end point of one of the one or more markers or a center of gravity of one of the one or more markers;
estimating a plurality of straight lines based on the plurality of edges or the plurality of feature points;
generating a virtual polygon region surrounded by the plurality of straight lines and a plurality of vertexes each being an intersection point of the plurality of straight lines; and
calculating a camera parameter based on a feature value of the virtual polygon region in the image and a feature value of the virtual polygon region in a real space, wherein:
the feature value of the virtual polygon region in the image is information on a shape of the virtual polygon region in the image,
the feature value of the virtual polygon region in the real space is information on a shape of the virtual polygon region in the real space, and
at least one of the plurality of vertexes is a virtual vertex which is included in a region outside the marker settable range and is different from the edge or the feature point in the image.
5. The image processing method according to claim 4 , wherein the plurality of straight lines are estimated based on the plurality of edges or the plurality of feature points of a first marker and the plurality of edges or the plurality of feature points of a second marker, and
the first marker and the second marker are located separately in the image.
6. The image processing method according to claim 4 , wherein the feature value of the virtual polygon region in the real space is set as a length of each side or an angle at each vertex making up the virtual polygon region.