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如何将视觉注意力图输入网络？

[英]How can I feed in a visual attention map to a network?

原文 2018-10-12 14:35:31 4 0 neural-network/ conv-neural-network/ heatmap/ attention-model

I have a method that shows where to focus roughly on a given image, that is, it is not localization or segmentation labels but just a heat map that shows where what I look for in the image likely are. 我有一种方法可以显示大致集中在给定图像上的位置，也就是说，它不是定位标签或分段标签，而是一个热图，它显示了我在图像中寻找的位置。 I am only hoping to increase classification accuracy as I don't have any other source of labels. 我只希望提高分类的准确性，因为我没有其他标签来源。 I don't want to preprocess and crop the image according to the map and input in the network but I want to give higher prior to regions that my attention map shows. 我不想根据地图和网络中的输入对图像进行预处理和裁剪，但是我想在关注地图显示的区域之前给出更高的优先级。 I have come across a lot of papers on self-guiding attention, soft attention learning, or using earlier activations as attention map, but I can not find more details on how I can implement a simple approach like I have mentioned. 我遇到了很多有关自我指导注意力，软注意力学习或使用早期激活作为注意力图的论文，但是我找不到更多有关如何实现如上所述的简单方法的详细信息。

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如何将视觉注意力图输入网络？

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