A Data-Driven Miscalibration Detection Algorithm for a Vehicle-Mounted Camera

Figure 1

Coordinate transformation process of projecting the point cloud onto the image. The points in space are first converted from the world coordinate system to the camera coordinate system by rigid body transformation, then projected to the imaging plane (image coordinate system) by perspective projection, and finally, the data in the imaging plane are converted to the image pixel coordinate system by an affine transformation.