A multiple point smoothing algorithm is proposed to smooth a binary im
age boundary further based on a previously proposed one point smoothin
g algorithm. A new feature extraction method is also presented. The sm
oothing and feature extraction algorithms are all based on the chain c
odes. The effectiveness of these algorithms is demonstrated with binar
y images of handwritten numerals. (C) 1998 Elsevier Science B.V. All r
ights reserved.