A method for image-based weather condition detection, using image processing methods in moving vehicles, is described. The method includes detecting road weather conditions by identifying a group of bright pixels in video images produced by an image-based road characterization, and determining whether the bright pixels are caused by reflections due to one of rainfall, snowfall, a wet surface, or a snowy surface, where a driving assistant system includes a lane-keeping system.