Following a review of existing methods for vanishing point detection,
this paper suggests a new and different approach. The proposed approac
h estimates the location of candidate vanishing points and provides pr
obability measures which reflect the likelihood of those points being
the VPs. This new approach allows VPs to be identified in less structu
red environments compared with its conventional counterparts.