For the cardiovascular survey work in Taiwan, the conventional portable electrocardiogram (ECG) recorder is still the most convenient tool. In order to analyze and classify the large amount of ECG records on the recording paper charts more precisely and consistently, computerized ECG feature extraction and Minnesota Code based coding algorithms may be used. However, the first thing that must be done is to digitize the ECG waveforms on the recording paper charts automatically and precisely.