Binary serial-coded-filters (BSCFs) were designed baized on the optimization functions of the Hopfield model. Less filters are heeded to carry out the same recognition task, compared with other methods. The error tolerant capacity is also very strong. All target objects can be correctly recognized when the characteristic codes are properly chosed.