Deep Neural Networks for Electromagnetic Inverse Scattering Problems in Microwave Imaging

Deep Neural Networks for Electromagnetic Inverse Scattering Problems in Microwave Imaging

A Master of Science thesis in Electrical Engineering by Mohammed Farook Maricar entitled, “Deep Neural Networks for Electromagnetic Inverse Scattering Problems in Microwave Imaging”, submitted in November 2023. Thesis advisor is Dr. Amer Zakaria and thesis co-advisor is Dr. Nasser Qaddoumi. Soft cop...

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Bibliographic Details
Main Author: Maricar, Mohammed Farook (author)
Format: doctoralThesis
Published: 2023
Subjects:
Deep Learning
Convolutional neural network
Unet
Attention
Complex inputs
Inverse scattering
Microwave imaging
Backpropagation
CSI
Contrast source inversion (CSI)
Online Access:http://hdl.handle.net/11073/25464
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http://hdl.handle.net/11073/25464

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