Electrical and elasticity imaging are promising modalities for a suite of different applications including medical tomography, non-destructive testing, and structural health monitoring. These emerging modalities are capable of providing remote, non-invasive, and low cost opportunities. Unfortunately, both modalities are severely ill-posed nonlinear inverse problems, susceptive to noise and modelling errors. Nevertheless, the ability to incorporate complimentary data sets obtained simultaneously offers mutually-beneficial information. By fusing electrical and elastic modalities as a joint problem we are afforded the possibility to stabilise the inversion process via the utilisation of auxiliary information from both modalities as well as joint structural operators. In this study, we will discuss a possible approach to combine electrical and elasticity imaging in a joint reconstruction problem giving rise to novel multi-modality applications for use in both medical and structural engineering.
翻译:电气和弹性成像是一系列不同应用的可行模式,包括医学断层摄影、非破坏性测试和结构健康监测,这些新兴模式能够提供远程、非侵入和低成本机会,但不幸的是,这两种模式都是严重不良的非线性反问题,对噪音和建模错误持怀疑态度。不过,同时获得的配套数据集能够提供互利信息。通过将电气和弹性模式作为共同问题,我们有可能通过利用两种模式以及联合结构操作者提供的辅助信息来稳定转基因过程。在本研究中,我们将讨论一种可能的办法,将电气和弹性成像结合到共同重建问题之中,从而产生新的多种模式应用,用于医疗和结构工程。