Isaac D. Gerg

17 papers C 7Journal 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep Adaptive Phase Learning: Enhancing Synthetic Aperture Sonar Imagery Through Learned Coherent Autofocus.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Isaac D. Gerg, Daniel A. Cook, Vishal Monga
2024 C conf
Progressive Diffusion Autofocus for Synthetic Aperture Sonar Imagery.
IGARSS
Balkan V. Bingol, Isaac D. Gerg, Vishal Monga
2024 C conf
Uncovering Bias in Building Damage Assessment from Satellite Imagery.
IGARSS
Dennis Melamed, Cameron Johnson, Isaac D. Gerg, Chen Zhao, Russell Blue, Anthony Hoogs, Brian Clipp, Philip Morrone
2023 C conf
A Perceptual Metric Prior on Deep Latent Space Improves Out-Of-Distribution Synthetic Aperture Sonar Image Classification.
IGARSS
Isaac D. Gerg, Carl F. Cotner
2023 J jnl
Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Isaac D. Gerg, Vishal Monga
2023 J jnl
Resonant Scattering-Inspired Deep Networks for Munition Detection in 3D Sonar Imagery.
IEEE Trans. Geosci. Remote. Sens.
Trung Hoang, Kyle S. Dalton, Isaac D. Gerg, Thomas E. Blanford, Daniel C. Brown, Vishal Monga
2022 C conf
Domain Enriched Deep Networks for Munition Detection in Underwater 3D Sonar Imagery.
IGARSS
Trung Hoang, Kyle S. Dalton, Isaac D. Gerg, Thomas E. Blanford, Daniel C. Brown, Vishal Monga
2022 J jnl
Iterative, Deep Synthetic Aperture Sonar Image Segmentation.
CoRR
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
2022 J jnl
Iterative, Deep Synthetic Aperture Sonar Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
2022 J jnl
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Isaac D. Gerg, Vishal Monga
2022 C conf
Synthetic Aperture Sonar Image Segmentation Using Adaptive, Learned Beam Steering.
IGARSS
Isaac D. Gerg, Vishal Monga
2021 J jnl
Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation.
CoRR
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
2021 C conf
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus.
IGARSS
Isaac D. Gerg, Vishal Monga
2021 J jnl
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus.
CoRR
Isaac D. Gerg, Vishal Monga
2020 C conf
Data Adaptive Image Enhancement and Classification for Synthetic Aperture Sonar.
IGARSS
Isaac D. Gerg, David P. Williams, Vishal Monga
2020 J jnl
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification.
CoRR
Isaac D. Gerg, Vishal Monga
2018 J jnl
Multiband SAS Imagery.
CoRR
Isaac D. Gerg