Relational Reasoning using Prior Knowledge for Visual Captioning

4 Jun 2019Jingyi HouXinxiao WuYayun QiWentian ZhaoJiebo LuoYunde Jia

Exploiting relationships among objects has achieved remarkable progress in interpreting images or videos by natural language. Most existing methods resort to first detecting objects and their relationships, and then generating textual descriptions, which heavily depends on pre-trained detectors and leads to performance drop when facing problems of heavy occlusion, tiny-size objects and long-tail in object detection... (read more)

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