Pascal triangle transform is proposed to calculate monomials
then a novel systolic structure is given to implement Pascal triangle transform
which makes monomial calculation much simple. Based on this
we propose sequential and parallel structures to calculate the moments of binary images. The method has the following advantages: 1. its calculation cost is low
2. there is no limit on the order of the moments to be calculated
3. no multiplication is needed
4. it is easy for the hardware and software implementation
5. monomial calculations are independent of input images.