With the increasing use of computers in the area of design and manufacture, a major problem being faced by the industry today is that of getting existing product information in the form of paper drawings into a suitable computer data base. This paper presents techniques for preprocessing and vectorizing scan digitized images of engineering drawings for automatically transferring the resulting data to commercially available CAD/CAM systems. The preprocessing steps include noise removal, void filling, image segmentation, line thinning and contour extraction. Algorithms for raster-to-vector conversion capable of recognizing and fitting straight-line segments, circles, arcs, and conic sections are presented along with results obtained from actual machine drawings.