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| Session: | Classification and pattern recognition (parametric and non-parametric) |
| Day: | Thursday, October 2 |
| Time: | 10:30 AM - 12:00 PM |
| Room: | 307 |
PAPERS |
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| Presenting Author: |
isaac gerg, ClimateAI |
| Paper Title: | Low-Shot Learning for Synthetic Aperture Sonar Image Classification Using Hierarchical Pretraining & AirSAS |
| Author(s): |
isaac gerg, ClimateAI tom blanford, UNH |
| Presenting Author: |
Thomas Blanford, University of New Hampshire |
| Paper Title: | On Using Simulated Synthetic Aperture Sonar Data to Train CNNs |
| Author(s): |
David Williams, Penn State University Thomas Blanford, University of New Hampshire Shawn Johnson, Penn State University |
| Presenting Author: |
Thomas Giddings, Metron, Inc. |
| Paper Title: | Approximate Far-Field Green's Functions for Acoustic Propagation Across the Water-Sediment Interface and Implications for Buried Object Detection and Classification |
| Author(s): |
Thomas Giddings, Metron, Inc. Charles Choi, General Dynamics Mission Systems Terence Bazow, Metron, Inc. |
| Presenting Author: |
Clayton Smith, Rutgers University |
| Paper Title: | Seagrass Habitat Classification: A Comparative Analysis of Side Scan Sonar and Aerial Imagery |
| Author(s): |
Clayton Smith, Rutgers University Thomas Grothues, Rutgers University Daniel Barone, Rutgers University Alex Lopez, Rutgers University |
| Presenting Author: |
Sultan Mohammad Manjur, North Carolina State University |
| Paper Title: | Evaluating Depth-Dependent Variability in Machine Learning-Based Seafloor Gas Seep Detection Using Multibeam Echosounder |
| Author(s): |
Sultan Mohammad Manjur, North Carolina State University Ali Gurbuz, North Carolina State University Adam Skarke, Mississippi State University |
| Presenting Author: |
Saunak Samantray, Northeastern University |
| Paper Title: | Coherent time-domain cross correlation approach optimized for automatic clustering and classification of acoustic detections measured by a coherent hydrophone array |
| Author(s): |
Saunak Samantray, Northeastern University Max Radermacher, Northeastern university Arpita Ghosh, Northeastern University Purnima Makris, Northeastern university |