OD-GCN: Object Detection Boosted by Knowledge GCN

6 Aug 2019Zheng LiuZidong JiangWei FengHui Feng

Classical CNN based object detection methods only extract the objects' image features, but do not consider the high-level relationship among objects in context. In this article, the graph convolutional networks (GCN) is integrated into the object detection framework to exploit the benefit of category relationship among objects, which is able to provide extra confidence for any pre-trained object detection model in our framework... (read more)

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