1. A method for detecting scene cuts in a video sequence, comprising: receiving images in a video sequence; extracting a set of features from two temporally consecutive images; computing a sum of square errors for the set of features with respect to the features of the previous image; determining whether the sum of square errors exceeds a predefined threshold; and in response to the sum of square errors exceeding the predefined threshold, detecting a scene change.