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核心work的模块是啥 about camixersr HOT 13 CLOSED

icandle avatar icandle commented on July 17, 2024
核心work的模块是啥

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Comments (13)

icandle avatar icandle commented on July 17, 2024 1

Arm: Any-time super-resolution method

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rubbish001 avatar rubbish001 commented on July 17, 2024

不要mask 效果如何?

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icandle avatar icandle commented on July 17, 2024

主要work的是CAMixer,但基本上来说,这篇工作依赖于对于复杂和简单区域采用不同复杂的的计算获得性能改善。如果区域分别不出来的话,可能需要其他指标。因为CAMixer是用图像区域的复杂度进行分类,这个指标也可以换成其他的。如果不要mask那就是相当于一个普通的WSA和卷积的结合,效果类似但计算量比较大。

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ButoneDream avatar ButoneDream commented on July 17, 2024

您好 请问如何获得图像区域的复杂度,具体指标是?

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rubbish001 avatar rubbish001 commented on July 17, 2024

没有获取,直接全部弄进去搞

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ButoneDream avatar ButoneDream commented on July 17, 2024

直接predictor 分类得到 二进制 mask ?

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icandle avatar icandle commented on July 17, 2024

是的,这篇工作和classSR一样是用predictor生成mask,但也有用edge score分类的。

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xsqhust avatar xsqhust commented on July 17, 2024

是的,这篇工作和classSR一样是用predictor生成mask,但也有用edge score分类的。

你好,请问根据edge score分类的,具体有哪些论文呢,可不可以说一下?谢谢!

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xsqhust avatar xsqhust commented on July 17, 2024

Arm: Any-time super-resolution method
谢谢

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zhousai-zs avatar zhousai-zs commented on July 17, 2024

主要work的是CAMixer,但基本上来说,这篇工作依赖于对于复杂和简单区域采用不同复杂的的计算获得性能改善。如果区域分别不出来的话,可能需要其他指标。因为CAMixer是用图像区域的复杂度进行分类,这个指标也可以换成其他的。如果不要mask那就是相当于一个普通的WSA和卷积的结合,效果类似但计算量比较大。

我试图复现文章中的mask的作用,文章中图4展现了一些图像不同复杂度对应的概率,但是在复现过程中我发现可视化出的mask十分随机,并不能表现出图像的复杂程度,mask的上一步的pred_score也没有我想要的表现。我的问题是想知道作者在可视化图4中的概率和mask与图片复杂度对应关系上使用的是哪一部分的值?这个值应该从整个SR模型中的第几个predictor中得到?Looking forward to your reply, thanks.

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