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I have found values of entropy, mean squared error and PSNR of edge detected images with respect to original images. I have different five edge detected images with different threshold and sigma values. To find which is the best combination of threshold and sigma, I need to find the best edge detected image.

Without visual inspection, Can I find it from the above values? I found from research paper that, if mean squared error image is low, detected edges are good. Can I use this concept? How does PSNR and Entropy affects?

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边缘检测参数的选​​择高度依赖于图像质量、图像内容和要从图像中提取的信息。因此,它本质上是依赖于应用程序的,并且在很大程度上是主观的。

没有任何理论可以帮助你。可能你能做的最好的事情就是在图像的子样本上以你喜欢的方式调整这些参数,并将这些数据与熵、MSE 和 PSNR 一起提供给机器学习设备。

于 2018-02-08T15:17:14.723 回答