General purpose motion estimation algorithms do not exploit the information available about the fixed characteristics of the video sequences in specific application domains. In this paper we propose to take advantage of such information to develop efficient video compression algorithms and we apply the proposed approach to the highway monitoring application domain. The proposed approach allows also extracting selected features at the video compression level and more specifically those features related to object movements.