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Journal Articles
- 2024
[j5]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: 9517-9532 (2024)- 2023
- [j4]Isaac D. Gerg, Vishal Monga:
Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j3]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: 1-17 (2023) - 2022
- [j2]Isaac D. Gerg, Vishal Monga:
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j1]Yung-Chen Sun, Isaac D. Gerg, Vishal Monga:
Iterative, Deep Synthetic Aperture Sonar Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
Conference and Workshop Papers
- 2024
- [c9]Balkan V. Bingol, Isaac D. Gerg, Vishal Monga:
Progressive Diffusion Autofocus for Synthetic Aperture Sonar Imagery. IGARSS 2024: 7244-7248 - [c8]Dennis Melamed, Cameron Johnson, Isaac D. Gerg, Chen Zhao, Russell Blue, Anthony Hoogs, Brian Clipp, Philip Morrone:
Uncovering Bias in Building Damage Assessment from Satellite Imagery. IGARSS 2024: 8095-8099 - 2023
- [c7]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: 6576-6579 - 2022
- [c6]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: 815-818 - [c5]Isaac D. Gerg, Vishal Monga:
Synthetic Aperture Sonar Image Segmentation Using Adaptive, Learned Beam Steering. IGARSS 2022: 983-986 - 2021
- [c4]Isaac D. Gerg, Vishal Monga:
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus. IGARSS 2021: 8684-8687 - 2020
- [c3]Isaac D. Gerg, David P. Williams, Vishal Monga:
Data Adaptive Image Enhancement and Classification for Synthetic Aperture Sonar. IGARSS 2020: 2835-2838 - 2018
- [c2]John McKay, Isaac Gerg, Vishal Monga:
Bridging The GAP: Simultaneous Fine Tuning for Data Re-Balancing. IGARSS 2018: 7062-7065 - 2010
- [c1]Isaac Gerg:
An evaluation of three endmember extraction algorithms: ATGP, ICA-EEA & VCA. WHISPERS 2010: 1-4
Informal and Other Publications
- 2022
- [i10]Yung-Chen Sun, Isaac D. Gerg, Vishal Monga:
Iterative, Deep Synthetic Aperture Sonar Image Segmentation. CoRR abs/2203.15082 (2022) - 2021
- [i9]Isaac D. Gerg, Vishal Monga:
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus. CoRR abs/2103.10312 (2021) - [i8]Yung-Chen Sun, Isaac D. Gerg, Vishal Monga:
Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation. CoRR abs/2107.14563 (2021) - 2020
- [i7]Isaac D. Gerg, Vishal Monga:
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification. CoRR abs/2010.13317 (2020) - 2019
- [i6]Albert W. Reed, Isaac Gerg, John McKay, Daniel C. Brown, David Williams, Suren Jayasuriya:
Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation. CoRR abs/1909.06436 (2019) - 2018
- [i5]John McKay, Isaac Gerg, Vishal Monga:
Bridging the Gap: Simultaneous Fine Tuning for Data Re-Balancing. CoRR abs/1801.02548 (2018) - [i4]Isaac D. Gerg:
Multiband SAS Imagery. CoRR abs/1808.02792 (2018) - [i3]Isaac Gerg, David Williams:
Additional Representations for Improving Synthetic Aperture Sonar Classification Using Convolutional Neural Networks. CoRR abs/1808.02868 (2018) - [i2]Brian Reinhardt, Isaac Gerg, Daniel C. Brown, Joonho Park:
Measuring Human Assessed Complexity in Synthetic Aperture Sonar Imagery Using the Elo Rating System. CoRR abs/1808.05279 (2018) - 2017
- [i1]John McKay, Isaac Gerg, Vishal Monga, Raghu G. Raj:
What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR. CoRR abs/1706.09858 (2017)
Coauthor Index
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