MO2.R3.6

A STUDY ON THE EFFECT OF COMMONLY USED DATA AUGMENTATION TECHNIQUES ON SONAR IMAGE ARTIFACT DETECTION USING DEEP NEURAL NETWORKS

Marko Orescanin, Brian Harrington, Derek Olson, Naval Postgraduate School, United States; Marc Geilhufe, Roy E. Hansen, Narada Warakagoda, Norwegian Defence Research Establishment (FFI), Norway
Session:
MO2.R3: Recent Advances in Synthetic Aperture Radars for Geosciences and Remote Sensing Oral
Track:
Community-Contributed Sessions
Location:
Room 107
Presentation Time:
Mon, 17 Jul, 16:45 - 16:57 Pacific Time (UTC -7)
Session Co-Chairs:
Raghu Raj, U.S. Naval Research Laboratory and Alberto Moreira, German Aerospace Center and Kumar Vijay Misra, United States DEVCOM Army Research Laboratory
Session Manager:
Al Adil Al Hinai
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Session MO2.R3
MO2.R3.1: SPACEBORNE MULTI-BASELINE SYNTHETIC APERTURE RADAR (SAR) IMAGING
Alberto Moreira, Pau Prats-Iraola, Matteo Nannini, Gustavo Daniel Martín-del-Campo-Becerra, Matteo Pardini, Konstantinos Papathanassiou, Andreas Reigber, German Aerospace Center, Germany
MO2.R3.2: A FLEXIBLE CONFIGURATION DISTRIBUTED SYNTHETIC APERTURE DIGITAL BEAMFORMING RADAR (FLEXDSAR)
Yunling Lou, Brian Bachman Okihiro, Jack Bush, Duane Clark, Xueyang Duan, David Austerberry, Richard Chen, Ian Tan, Timothy Miller, Peter Wu, Jet Propulsion Laboratory, California Institute of Technology, United States; Mahta Moghaddam, University of Southern California, United States
MO2.R3.3: POTENTIAL FOR SNOW WATER EQUIVALENT RETRIEVAL BY ACROSS-TRACK FORMATIONS OF SAR SATELLITES: A SENSITIVITY ANALYSIS
Stefano Tebaldini, Politecnico di Milano, Italy; Laurent Ferro-Famil, Isae supaero, France; Davide Giudici, Aresys, Italy
MO2.R3.4: BUILDING SEASONAL MAPS OF ANTARCTICA’S TEMPERATURE WITH REPEAT-PASS MICROWAVE INTERFEROMETERY
Alex Akins, Alan Tanner, Nicole-Jeanne Schlegel, Andreas Colliander, Igor Yanovsky, Sidharth Misra, Shannon Brown, Jet Propulsion Laboratory, California Institute of Technology, United States
MO2.R3.5: IMPACT OF SYNCHRONIZATION ERRORS IN STRETCH PROCESSING FOR ULTRA-WIDEBAND BISTATIC RADAR IMAGING
James Park, Raghu Raj, U.S. Naval Research Laboratory, United States
MO2.R3.6: A STUDY ON THE EFFECT OF COMMONLY USED DATA AUGMENTATION TECHNIQUES ON SONAR IMAGE ARTIFACT DETECTION USING DEEP NEURAL NETWORKS
Marko Orescanin, Brian Harrington, Derek Olson, Naval Postgraduate School, United States; Marc Geilhufe, Roy E. Hansen, Narada Warakagoda, Norwegian Defence Research Establishment (FFI), Norway
Resources
No resources available.