Dickmanns 1990a : The 4-D approach to dynamic real-time machine vision is reviewed. The influence of control integration on the development of behavioral skills and intelligence are emphasized. This approach leads to a processing structure oriented towards the internal representation of physical objects in 3-D space and time. Results achieved in road vehicle guidance are discussed; this includes convoy driving with no direct range measurement.