17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

TU4.O1.6

NEURAL NETWORKS FOR OPTIMAL INITIAL GUESS SELECTION IN NONLINEAR MICROWAVE SUBSURFACE IMAGING

Michele Ambrosanio, Stefano Franceschini, Maria Maddalena Autorino, Vito Pascazio, University of Naples Parthenope, Italy
Session:
DPR and Subsurface Sensing Oral In-Person
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Conference Hall 1
Presentation Time:
Tue, 19 Jul, 17:15 - 17:30 Malaysia Time (UTC +8)
Tue, 19 Jul, 11:15 - 11:30 Central European Time (UTC +1)
Tue, 19 Jul, 09:15 - 09:30 UTC
Tue, 19 Jul, 05:15 - 05:30 Eastern Time (UTC -5)
Session Chair:
Andrei Anghel, University POLITEHNICA of Bucarest
Session Manager:
Farrah Nurdiana Ibrahim
Presentation
Discussion
Resources
No resources available.
Session TU4.O1
TU4.O1.1: SFCW GPR TREE ROOTS DETECTION ENHANCEMENT BY TIME-FREQUENCY ANALYSIS IN TROPICAL AREAS
Wenhao Luo, Yee Hui Lee, Abdulkadir C. Yucel, Genevieve Ow, Mohamed Lokman Mohd Yusof, Nanyang Technological University, Singapore
TU4.O1.2: LANDMINE DETECTION BASED ON RIEMANNIAN QUATERNION SELF-ORGANIZING MAP
Yicheng Song, Akira Hirose, The University of Tokyo, Japan
TU4.O1.3: INFLUENCE OF VEGETATION ON THE DETECTION OF SHALLOWLY BURIED OBJECTS WITH A UAV-BASED GPSAR
Bernd Arendt, Thomas Walter, Ulm University of Applied Sciences, Germany; Alexander Grathwohl, Christian Waldschmidt, Ulm University, Germany
TU4.O1.4: EVALUATION OF INTERNAL SIGNAL REFLECTIONS FOR AN IN SITU CALIBRATION OF A GROUND PENETRATING RADAR MONITORING SYSTEM
Leon Steinbeck, Achim Mester, Christian Roth, Egon Zimmermann, Anja Klotzsche, Stefan van Waasen, Forschungszentrum Jülich GmbH, Germany
TU4.O1.5: PROPOSAL OF DETECTION OF SUBSURFACE OBJECTS WITH MODEL-BASED HOMOGENEITY TO EXTEND COMPRESSED SENSING
Ryuta Imai, Yicheng Song, Ryo Natsuaki, Akira Hirose, The University of Tokyo, Japan
TU4.O1.6: NEURAL NETWORKS FOR OPTIMAL INITIAL GUESS SELECTION IN NONLINEAR MICROWAVE SUBSURFACE IMAGING
Michele Ambrosanio, Stefano Franceschini, Maria Maddalena Autorino, Vito Pascazio, University of Naples Parthenope, Italy