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Image Restoration For Millimeter Wave Images by Hopfield Neural Network

机译:Hopfield神经网络毫米波图像的图像恢复

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A Discrete type Hopfield neural networks is proposed to use as an post processor for an imaging radar using 60GHz millimeter wave, The millimeter wave image obtained by the imaging radar is generally very degraded because of design limitation of the imaging systems. The role of the post processor is to restore the degraded millimeter wave images. The Hopfielod neural network is capable to recall the correct original images from the degraded input image by means of its associative memory effect. Some experimental results using two dimensional objects are reported.
机译:采用离散型Hopfield神经网络用作使用60GHz毫米波的成像雷达的后处理器,由于成像系统的设计限制,通过成像雷达获得的毫米波图像通常非常劣化。 后处理器的作用是恢复降级的毫米波图像。 HopFielod神经网络能够通过其关联存储器效果从劣化的输入图像中回顾正确的原始图像。 报告了使用二维物体的一些实验结果。

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