Take-Home Messages •The proposed scheme significantly enhances a reconstruction accuracy of dielectric breast profile in the DBIM by introducing a low resolution reconstruction and limited ROI, which would contribute a higher recognition rate of cancer detection in highly heterogeneous and dispersive breast media. •An appropriate selection of initial background media in the DBIM, significantly enhances not only the reconstruction accuracy but also computational efficiency. •Microwave based breast cancer diagnosis, especially for early-stage. •The inherent problem in the inverse scattering analysis, namely, ill-posed problem, could be significantly resolved by introducing the multi-resolution DBIM and ROI limitation scheme. •The basic idea of the proposed scheme could be extended to other imaging scenario, and provide some inspirations to the reader or researcher involved in dealing with a similar problem.

中文翻译：

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基于2-威布尔分段模型的卫星故障统计建模与分析


要点 •所提出的方案通过引入低分辨率重建和有限的ROI，显着提高了DBIM 中介电乳房轮廓的重建精度，这将有助于在高度异质和分散的乳房介质中提高癌症检测的识别率。 •在DBIM中适当选择初始背景介质，不仅可以显着提高重建精度，还可以提高计算效率。 •基于微波的乳腺癌诊断，尤其是早期诊断。 •引入多分辨率DBIM和ROI限制方案可以显着解决逆散射分析中固有的问题，即不适定问题。 •所提出方案的基本思想可以扩展到其他成像场景，并为涉及处理类似问题的读者或研究人员提供一些启发。