Image processing methods and systems for noise reduction and edge enhancement. A variation detector is provided to evaluate measures of edge existence in a plurality of predetermined directions within pixels of a video signal, and determine a control signal according to a level of variation on the measures of edge existence. A noise reduction circuit and edge enhancement circuit filter and edge enhance the video signal, respectively, according to the control signal.