10-15 July 2022 • Denver, Colorado, USA

IEEE AP-S/URSI 2022

10-15 July 2022 • Denver, Colorado, USA

FR-A4.2A.9
Virtual Presentation

Deep Learning with Attention Mechanism for Electromagnetic Inverse Scattering

Lizhen Yang, Han Wang, Mingjie Pang, Yankai Jiang, Hai Lin, Zhejiang University, China
Session:
Dielectric Profile Reconstruction
Track:
AP-S: Propagation & Scattering
Location:
Capitol Ballroom 7 (HR)
Presentation Time:
Fri, 15 Jul, 11:00 - 11:20 Denver Time (UTC -7)
Session Co-Chairs:
Colin Gilmore, University of Manitoba and Matthew Burfeindt, Naval Research Laboratory
Presentation
Discussion
Session FR-A4.2A
FR-A4.2A.1: Qualitative inverse scattering from three-dimensional limited apertures using phase-delay frequency variation regularization
Matthew Burfeindt, Hatim Alqadah, US Naval Research Laboratory, United States
FR-A4.2A.2: Radome Characterization at millimeter-wave using Real-time Inverse Scattering Estimation (RISE) Method
Suho Chang, Dongseop Lee, Jeonghyo Lee, Jae-Yeong Lee, Wonbin Hong, Pohang University of Science and Technology, Korea (South); Sojung Shim, Hyundai Motor Company, Korea (South)
FR-A4.2A.3: Microwave Profiling of Multiple Buried Scatterers with Arbitrary Curvilinear Shapes
Maryam Hajebi, University of Hormozgan, Iran; Ahmad Hoorfar, Villanova University, United States
FR-A4.2A.4: De-embedding a Low-Cost Partial-Data Electromagnetic Imaging System
Seth Cathers, Hannah Fogel, Max Hughson, Joe LoVetri, Ian Jeffrey, Colin Gilmore, University of Manitoba, Canada; Kyle Nemez, Mohammad Asefi, AGCO Corporation, Canada
FR-A4.2A.5: A Contrast-Source Inversion Approach Base on Projected Landweber-Kaczmarz
Abdulla Desmal, Higher colleges of technology, United Arab Emirates
FR-A4.2A.6: Noise Resistant Time-domain Inversion via Cascaded Network for Human Tissues
Yinpeng Wang, Qiang Ren, Beihang University, China
FR-A4.2A.7: Developments on Imaging and Velocimetry of Dynamic Two-Phase Flows with Electrical Capacitance Tomography Sensors
Shah M. Chowdhury, Indranil Nayak, Fernando L. Teixeira, The Ohio State University, United States; Qussai M. Marashdeh, Tech4Imaging LLC, United States
FR-A4.2A.8: Active Incoherent Millimeter-Wave Imaging Using a 75-GHz Dynamic Antenna Array
Daniel Chen, Stavros Vakalis, Jeffrey Nanzer, Michigan State University, United States
FR-A4.2A.9: Deep Learning with Attention Mechanism for Electromagnetic Inverse Scattering
Lizhen Yang, Han Wang, Mingjie Pang, Yankai Jiang, Hai Lin, Zhejiang University, China
FR-A4.2A.10: Linearization of 2D Inverse Scattering Problems Based on Reduced Order Models
Zekui Jia, Maokun Li, Fan Yang, Shenheng Xu, Tsinghua University, China
Resources
No resources available.