In this paper, we describe a commercial vision system for the digitisation and extraction of horizons drawn with coloured pencils on seismic sections. The system combines image processing and statistical pattern recognition techniques together with a graphical user interface to provide a solution that is more accurate, faster and involves less user interaction than the manual method.