The invention discloses a video image noise estimation and removal method comprising: dividing a current color channel gray image and corresponding important edge image into a plurality of sub blocks, banishing blocks containing too much edge information, ensuring the statistical basic sub blocks to well anastomose a real noise variance level, thereby preserving an original feature details of thevideo image as much as possible at the same time of noise removal.