Scene analysis has long been a fusion point between the fields of pattern recognition and artificial intelligence: it integrates techniques from both disciplines. Usually, these techniques are applied to single frames containing static images, but recently there has been growing interest in developing techniques which could be applied to scenes containing moving images. This report contains two major parts: the first part is a survey of the computer systems, as reported in the literature, which attempt to analyze scenes containing moving images; the second part is a detailed description of a system to analyze scenes containing moving planar curvilinear objects.