A method of acquiring a three-dimensional surface image of an object using a range camera automatically calculates an optimal number of scans. The optimal number of scans is calculated in accordance with operator-defined and camera optical parameters. Scan data acquired for each scan is merged with a preference for higher resolution data over lower resolution data for any given scanned area, such that the merged scan data forms the three-dimensional surface image of the object.