Disclosed is a system for predicting crowd attributes, comprising: a feature extracting device obtaining a video with crowd scenes and extracting appearances features and motion features from the obtained video, wherein the motion features are scene-independent and indicate motion properties of crowd of the video; and a prediction device being electronically communicated with the feature extracting device and predicting attributes of the crowd in the video based on the extracted motion features and the extracted appearances.