Advances in image captioning (Xu et al., 2015;Fang et al., 2015;Karpathy and Fei-Fei, 2015;Vinyals et al., 2015) are effective in generating sentencelevel descriptions.
sentences generated by these approaches are usually generic descriptions of the visual content and ignore background information.