We introduce a novel method to detect movement of interest in crowd scenes. For this purpose, we consider regions of interest and discretize them into a number of patterns. Furthermore, we investigate a representative movement of key patterns to detect movement of interest. The investigation of region of interest and key patterns help in detecting movement of interest in both regular and irregular scenes. The experimental analysis on a standard dataset reveals the effectiveness of our method.