16 citations · 19 across the 7 of their papers we have counts for
7 papers
NeRF-enabled Analysis-Through-Synthesis for ISAR Imaging of Small Everyday Objects with Sparse and Noisy UWB Radar Data
Md Farhan Tasnim Oshim, Albert Reed, Suren Jayasuriya +1
Inverse Synthetic Aperture Radar (ISAR) imaging presents a formidable challenge when it comes to small everyday objects due to their limited Radar Cross-Section (RCS) and the inher…
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar
Albert W. Reed, Juhyeon Kim, Thomas Blanford +3
Synthetic aperture sonar (SAS) measures a scene from multiple views in order to increase the resolution of reconstructed imagery. Image reconstruction methods for SAS coherently co…
SINR: Deconvolving Circular SAS Images Using Implicit Neural Representations
Albert Reed, Thomas Blanford, Daniel C. Brown +1
Circular Synthetic aperture sonars (CSAS) capture multiple observations of a scene to reconstruct high-resolution images. We can characterize resolution by modeling CSAS imaging as…
Iterative Reconstruction of the Electron Density and Effective Atomic Number using a Non-Linear Forward Model
K. Aditya Mohan, Kyle M. Champley, Albert W. Reed +2
For material identification, characterization, and quantification, it is useful to estimate system-independent material properties that do not depend on the detailed specifications…
Implicit Neural Representations for Deconvolving SAS Images
Albert Reed, Thomas Blanford, Daniel C. Brown +1
Synthetic aperture sonar (SAS) image resolution is constrained by waveform bandwidth and array geometry. Specifically, the waveform bandwidth determines a point spread function (PS…
Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields
Albert W. Reed, Hyojin Kim, Rushil Anirudh +4
Reconstructing dynamic, time-varying scenes with computed tomography (4D-CT) is a challenging and ill-posed problem common to industrial and medical settings. Existing 4D-CT recons…
Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation
Albert Reed, Isaac Gerg, John McKay +3
Acquisition of Synthetic Aperture Sonar (SAS) datasets is bottlenecked by the costly deployment of SAS imaging systems, and even when data acquisition is possible,the data is often…