An evaluation of three endmember extraction algorithms: ATGP, ICA-EEA & VCA. - Isaac Gerg (WHISPERS, 2010)

What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR. - John McKay 002; Isaac Gerg; Vishal Monga; Raghu G. Raj (CoRR, 2017)

Bridging The GAP: Simultaneous Fine Tuning for Data Re-Balancing. - John McKay 002; Isaac Gerg; Vishal Monga (IGARSS, 2018)

Multiband SAS Imagery. - Isaac D. Gerg (CoRR, 2018)

Additional Representations for Improving Synthetic Aperture Sonar Classification Using Convolutional Neural Networks. - Isaac Gerg; David Williams (CoRR, 2018)

Measuring Human Assessed Complexity in Synthetic Aperture Sonar Imagery Using the Elo Rating System. - Brian Reinhardt; Isaac Gerg; Daniel C. Brown; Joonho Park (CoRR, 2018)

Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation. - Albert W. Reed; Isaac Gerg; John McKay 002; Daniel C. Brown; David Williams; Suren Jayasuriya (CoRR, 2019)

Data Adaptive Image Enhancement and Classification for Synthetic Aperture Sonar. - Isaac D. Gerg; David P. Williams; Vishal Monga (IGARSS, 2020)

Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus. - Isaac D. Gerg; Vishal Monga (IGARSS, 2021)

Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation. - Yung-Chen Sun; Isaac D. Gerg; Vishal Monga (CoRR, 2021)

Synthetic Aperture Sonar Image Segmentation Using Adaptive, Learned Beam Steering. - Isaac D. Gerg; Vishal Monga (IGARSS, 2022)

Domain Enriched Deep Networks for Munition Detection in Underwater 3D Sonar Imagery. - Trung Hoang; Kyle S. Dalton; Isaac D. Gerg; Thomas E. Blanford; Daniel C. Brown; Vishal Monga (IGARSS, 2022)

Structural Prior Driven Regularized Deep Learning for Sonar Image Classification. - Isaac D. Gerg; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2022)

Iterative, Deep Synthetic Aperture Sonar Image Segmentation. - Yung-Chen Sun; Isaac D. Gerg; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2022)

A Perceptual Metric Prior on Deep Latent Space Improves Out-Of-Distribution Synthetic Aperture Sonar Image Classification. - Isaac D. Gerg; Carl F. Cotner (IGARSS, 2023)

Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation. - Isaac D. Gerg; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2023)

Resonant Scattering-Inspired Deep Networks for Munition Detection in 3D Sonar Imagery. - Trung Hoang; Kyle S. Dalton; Isaac D. Gerg; Thomas E. Blanford; Daniel C. Brown; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2023)

Progressive Diffusion Autofocus for Synthetic Aperture Sonar Imagery. - Balkan V. Bingol; Isaac D. Gerg; Vishal Monga (IGARSS, 2024)

Uncovering Bias in Building Damage Assessment from Satellite Imagery. - Dennis Melamed; Cameron Johnson; Isaac D. Gerg; Chen Zhao; Russell Blue; Anthony Hoogs; Brian Clipp; Philip Morrone (IGARSS, 2024)

Deep Adaptive Phase Learning: Enhancing Synthetic Aperture Sonar Imagery Through Learned Coherent Autofocus. - Isaac D. Gerg; Daniel A. Cook; Vishal Monga (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)