A novel shadow detection method is proposed for video sequences or still images. Color, texture and hypergraph methods are used to classify shadow/non-shadow segments. A voting scheme finds consensus among the classifiers to detect the shadow segments. The proposed method tends to perform better than comparable state-of-the-art methods.