A revised connected component algorithm is presented. It has bern demo
nstrated that it is less sensitive to variations in handwritten data w
ith respect to the original algorithm when applied with a novel simila
rity measure quotient as introduced here. The combined scheme has been
successfully applied to recognition of handwritten Bengali characters
.