Methods and apparatus relating to video analysis are described. In an embodiment, a method comprises determining desirable features of the video content values, determining undesirable features of the video content values, constructing a quality model using the desirable features and the undesirable features, and storing the quality model in a memory module. Other embodiments are also described.