The objective of this project is to participate in the development of automated methods for the extraction of cartographic features from satellite images with high spatial resolutions. Emphasis will be placed on man-made features of interest, including roads, settlement extent and large infrastructures, etc. This will involve review and performance assessment of existing methods, data preprocessing, software implementation and evaluation of new image processing methods suitable for high resolution images.