Workpiece image defogging method and device applied to ion beam precise coating

The embodiment of the invention provides an image defogging method and device and electronic equipment, and the method comprises the steps: obtaining a to-be-defogged image and a blind defogging model; inputting the to-be-defogged image into a neural network to obtain a blurred kernel of the to-be-d...

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Bibliographische Detailangaben
Hauptverfasser: HUANG HAI, JING XIAOJUN, YANG WEI, DIAO KEMING, ZHANG FANGPEI, WANG XUESHU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The embodiment of the invention provides an image defogging method and device and electronic equipment, and the method comprises the steps: obtaining a to-be-defogged image and a blind defogging model; inputting the to-be-defogged image into a neural network to obtain a blurred kernel of the to-be-defogged image, the loss function of the neural network being obtained according to the blind defogging model, the blind defogging model comprising dark channel prior; substituting the fuzzy kernel into a blind de-atomization model to obtain a non-blind de-atomization model; and according to the non-blind defogging model, defogging the to-be-defogged image to obtain a clear image. By adopting the technical scheme provided by the embodiment of the invention, when the image is subjected to defogging, the universality of the blind defogging model can be improved, so that the accuracy of image defogging is improved. 本发明实施例提供了一种图像去雾化方法、装置及电子设备,其中,方法包括:获取待去雾化图像以及盲去雾化模型;将所述待去雾化图像输入神经网络中,得到所述待去雾化图像的模糊核,其中,所述神经网络的损失函数是根据所述盲去