1. A spatio-temporal filter unit ( 100 ), provided with a sigma filter ( 112 ), to reduce the noise in images, characterized in that the sigma filter ( 112 ) comprises one filter kernel ( 107 ) designed to operate on pixels from both a current image and from the output ( 118 ) of the spatio-temporal filter unit, being a temporally recursive filtered image.