Isaac D. Gerg

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Infrared Sensors

Synthetic Aperture

Phase Unwrapping

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Isaac D. Gerg, Daniel A. Cook, Vishal Monga
Deep Adaptive Phase Learning: Enhancing Synthetic Aperture Sonar Imagery Through Learned Coherent Autofocus. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Trung Hoang, Kyle S. Dalton, Isaac D. Gerg, Thomas E. Blanford, Daniel C. Brown, Vishal Monga
Resonant Scattering-Inspired Deep Networks for Munition Detection in 3D Sonar Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Isaac D. Gerg, Carl F. Cotner
A Perceptual Metric Prior on Deep Latent Space Improves Out-Of-Distribution Synthetic Aperture Sonar Image Classification. IGARSS (2023)
Isaac D. Gerg, Vishal Monga
Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Isaac D. Gerg, Vishal Monga
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Isaac D. Gerg, Vishal Monga
Synthetic Aperture Sonar Image Segmentation Using Adaptive, Learned Beam Steering. IGARSS (2022)
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
Iterative, Deep Synthetic Aperture Sonar Image Segmentation. CoRR (2022)
Trung Hoang, Kyle S. Dalton, Isaac D. Gerg, Thomas E. Blanford, Daniel C. Brown, Vishal Monga
Domain Enriched Deep Networks for Munition Detection in Underwater 3D Sonar Imagery. IGARSS (2022)
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
Iterative, Deep Synthetic Aperture Sonar Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Isaac D. Gerg, Vishal Monga
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus. IGARSS (2021)
Isaac D. Gerg, Vishal Monga
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus. CoRR (2021)
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation. CoRR (2021)
Isaac D. Gerg, Vishal Monga
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification. CoRR (2020)
Isaac D. Gerg, David P. Williams, Vishal Monga
Data Adaptive Image Enhancement and Classification for Synthetic Aperture Sonar. IGARSS (2020)
Isaac D. Gerg
Multiband SAS Imagery. CoRR (2018)