An adaptive filter is designed in the paper to remove the noise of an image
in terms of the principle of least squares and regression model. A method
is presented for nonuniformity correction of IR focal plane arrays based on
polynomial. The algorithm for the implementation is discussed. Finally eff
ects of correcting image are given.