| What's mine is yours: Pretrained CNNs for limited training sonar ATR J McKay, I Gerg, V Monga, RG Raj OCEANS 2017-anchorage, 1-7, 2017 | 69 | 2017 |
| Structural Prior Driven Regularized Deep Learning for Sonar Image Classification ID Gerg, V Monga IEEE Transactions on Geoscience and Remote Sensing, 2021 | 42 | 2021 |
| GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction ID Gerg, DC Brown, SG Wagner, D Cook, BN O’Donnell, T Benson, ... IEEE OCEANS 2020, 2020 | 29 | 2020 |
| Interpolation Kernels for Synthetic Aperture Sonar Along-Track Motion Estimation DC Brown, ID Gerg, TE Blanford IEEE Journal of Oceanic Engineering, 2019 | 26 | 2019 |
| Coupling rendering and generative adversarial networks for artificial SAS image generation A Reed, ID Gerg, JD McKay, DC Brown, DP Williamsk, S Jayasuriya OCEANS 2019 MTS/IEEE SEATTLE, 1-10, 2019 | 21 | 2019 |
| Simulation and testing results for a sub-bottom imaging sonar DC Brown, SF Johnson, ID Gerg, CF Brownstead Proceedings of Meetings on Acoustics 36 (1), 2019 | 19 | 2019 |
| Additional Representations for Improving Synthetic Aperture Sonar Classification Using Convolutional Neural Networks ID Gerg, DP Williams Institute of Acoustics 4th International Conference for Synthetic Aperture …, 2018 | 18 | 2018 |
| An evaluation of three endmember extraction algorithms: ATGP, ICA-EEA & VCA I Gerg 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2010 | 18 | 2010 |
| On the benefit of multiple representations with convolutional neural networks for improved target classification using sonar data DP Williams, R Hamon, ID Gerg Underwater Acoustics Conference & Exhibition, 2019 | 16* | 2019 |
| Iterative, deep synthetic aperture sonar image segmentation YC Sun, ID Gerg, V Monga IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022 | 14 | 2022 |
| Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation I Gerg, V Monga IEEE Transactions on Geoscience and Remote Sensing, 2023 | 10 | 2023 |
| Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus ID Gerg, V Monga IGARSS 2021-2021 IEEE International Geoscience and Remote Sensing Symposium, 2021 | 9 | 2021 |
| Resonant scattering-inspired deep networks for munition detection in 3d sonar imagery T Hoang, KS Dalton, ID Gerg, TE Blanford, DC Brown, V Monga IEEE Transactions on Geoscience and Remote Sensing 61, 1-17, 2023 | 8 | 2023 |
| Matlab hyperspectral toolbox I Gerg Software. https://github.com/isaacgerg/matlabHyperspectralToolbox, 2016 | 8* | 2016 |
| Domain enriched deep networks for munition detection in underwater 3D sonar imagery T Hoang, KS Dalton, ID Gerg, TE Blanford, DC Brown, V Monga IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 7 | 2022 |
| Data Adaptive Image Enhancement and Classification for Synthetic Aperture Sonar ID Gerg, DP Williams, V Monga IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 6 | 2020 |
| Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation YC Sun, ID Gerg, V Monga OCEANS 2021: San Diego – Porto, 2021 | 5 | 2021 |
| Bridging the gap: Simultaneous fine tuning for data re-balancing J McKay, I Gerg, V Monga IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 5 | 2018 |
| An Overview and Example of the Buffer-Overflow Exploit I Gerg IA Newsletter 7 (4), 16-21, 2005 | 5 | 2005 |
| A Perceptual Metric Prior on Deep Latent Space Improves Out-Of-Distribution Synthetic Aperture Sonar Image Classification I Gerg, C Cotner International Geoscience and Remote Sensing Symposium, 2023 | 3 | 2023 |
Vishal MongaProfessor of EECS, Pennsylvania State UniversityPatvirtintas el. paštas engr.psu.edu