In some hazardous environments, such as in the space environment where
there is diffuse reflection, it is difficult for us to establish arti
ficial landmarks. So in this paper, a new camera calibration approach
using natural landmarks is presented. The proposed scheme consists of
two parts. In the first part, three couples of parallel straight lines
are used to determine the rotation parameters and the internal parame
ters of the camera. In the second part, the coordinates of a distinct
feature point mapped from 3-D to 2-D, together with the length of a li
ne segment, are used to determine the translation parameters of the ca
mera. The feasibility of the approach is demonstrated by two experimen
ts performed on a conceived and a real image. The results show that th
e new approach can reach the same precision as Tsai and DLT. (C) 1998
Pattern Recognition Society. Published by Elsevier Science Ltd. All ri
ghts reserved.