We consider the problem of self-calibrating a moving camera which is e
quipped with a zoom lens. This consists essentially in estimating the
5 intrinsic parameters of the pinhole camera model. However, these par
ameters are not independent, subject to zooming. Thus, we propose to d
o a pre-calibration of the camera, with the aim to model the interdepe
ndence of the intrinsic parameters. We show that self-calibration then
comes down to the estimation of only one intrinsic parameter. We prop
ose a method which exploits this and which does not need an initializa
tion of the intrinsic parameters. (C) 1997 Elsevier Science B.V.