3 papers
eess.SP2025
A Physics-Embedded Dual-Learning Imaging Framework for Electrical Impedance Tomography
Xuanxuan Yang, Yangming Zhang, Haofeng Chen +2
Electrical Impedance Tomography (EIT) is a promising noninvasive imaging technique that reconstructs the spatial conductivity distribution from boundary voltage measurements. Howev…
cs.LG2025
Physics-Driven Learning Framework for Tomographic Tactile Sensing
Xuanxuan Yang, Xiuyang Zhang, Haofeng Chen +2
Electrical impedance tomography (EIT) provides an attractive solution for large-area tactile sensing due to its minimal wiring and shape flexibility, but its nonlinear inverse prob…
cs.LG2025
A Two-Stage Imaging Framework Combining CNN and Physics-Informed Neural Networks for Full-Inverse Tomography: A Case Study in Electrical Impedance Tomography (EIT)
Xuanxuan Yang, Yangming Zhang, Haofeng Chen +2
Electrical Impedance Tomography (EIT) is a highly ill-posed inverse problem, with the challenge of reconstructing internal conductivities using only boundary voltage measurements.…