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Machine Learning For Microwave Imaging
2020 14th European Conference on Antennas and Propagation (EuCAP), 2020This paper proposes a fully-connected artificial neural network (ANN) approach for addressing the full-wave inverse scattering problem in a quantitative fashion. The proposed scheme processes the scattered field samples collected at receivers locations and provides as output an estimate of the unknown complex permittivity in strongly non-linear ...
Ambrosanio M. +3 more
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Imaging Techniques for Microwave Diagnostics
Contributions to Plasma Physics, 2011AbstractImaging diagnostics, such as Electron Cyclotron Emission Imaging (ECEI) and Microwave Imaging Reflectometry (MIR), exhibit unique characteristics that make them particularly well suited to the validation of theoretical models for plasma instabilities and turbulent fluctuations.
Tobias, B. +13 more
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2D microwave imaging reflectometer electronics
Review of Scientific Instruments, 2014A 2D microwave imaging reflectometer system has been developed to visualize electron density fluctuations on the DIII-D tokamak. Simultaneously illuminated at four probe frequencies, large aperture optics image reflections from four density-dependent cutoff surfaces in the plasma over an extended region of the DIII-D plasma.
A G, Spear +6 more
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Second International Conference on Detection of Abandoned Land Mines, 1998
MIcrowave Imaging eXcavator (MIIX) is based on transmitting and receiving antennas mounted within a cylindrical auger, a stepped frequency CW transmitter/receiver, and an artificial neural network (ANN) imaging processor, all controlled by a small computer.
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MIcrowave Imaging eXcavator (MIIX) is based on transmitting and receiving antennas mounted within a cylindrical auger, a stepped frequency CW transmitter/receiver, and an artificial neural network (ANN) imaging processor, all controlled by a small computer.
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Breast Phantoms for Microwave Imaging
IEEE Antennas and Wireless Propagation Letters, 2014Herein, we study the dielectric properties of various mixtures susceptible to be used in manufacturing of reference inhomogeneous breast phantoms dedicated to the experimental validation of microwave breast imaging systems in the 0.5-6-GHz frequency range.
Joachimowicz, Nadine +3 more
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Microwave thermoacoustic tomographic (MTT) imaging
Physics in Medicine & Biology, 2021Abstract Microwave thermoacoustic tomography (MTT) uses microwave pulse-induced thermoelastic pressure waves to form planar or tomographic images. Since the generation and detection of thermoelastic pressure waves depends on dielectric permittivity, specific heat, thermal expansion, and acoustic properties of tissue, microwave ...
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Superhigh image resolution for microwave imaging
International Journal of Imaging Systems and Technology, 1990AbstractAlgorithms for extrapolating the scattered field along the frequency direction and the azimuthal direction are developed and analyzed. Their effects on the image resolution for polar format processing and rectangular format processing are discussed.
Hsueh‐Jyh Li +2 more
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Quantitative microwave imaging with a 2.45-GHz planar microwave camera
IEEE Transactions on Medical Imaging, 1998This paper presents microwave tomographic reconstructions of the complex permittivity of lossy dielectric objects immersed in water from experimental multiview near-field data obtained with a 2.45-GHz planar active microwave camera. An iterative reconstruction algorithm based on the Levenberg-Marquardt method was used to solve the nonlinear matrix ...
Franchois, A. +3 more
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Verification using spaceborne microwave imaging
IEEE Technology and Society Magazine, 1991Synthetic aperture radar (SAR) imaging for arms control verification is discussed. SAR images are particularly suited for verification purposes because their image resolution capabilities are independent of weather conditions, surface penetration, and lighting. Their restrictions are related to data handling and power requirements.
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2009
Although the theme of this book is radar remote sensing, imaging with passive microwave is a complementary technology that warrants an introduction to identify its role alongside radar. This chapter lays the framework for passive microwave imaging, drawing in part from the scattering treatment developed for imaging radar in Chapt ...
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Although the theme of this book is radar remote sensing, imaging with passive microwave is a complementary technology that warrants an introduction to identify its role alongside radar. This chapter lays the framework for passive microwave imaging, drawing in part from the scattering treatment developed for imaging radar in Chapt ...
openaire +1 more source

