TU-UC.1A.3

A Deep Learning-Based Framework for Estimating Tree Defect Parameters via a Stand-off Radar

Nhan T. Dang, Yee Hui Lee, Jiwei Qian, Kaixuan Cheng, Nanyang Technological University, Singapore; Daryl Lee, Mohamed Lokman Mohd Yusof, National Parks, Singapore; Abdulkadir C. Yucel, Nanyang Technological University, Singapore
Session:
Machine Learning in Radar, Remote Sensing, and Antennas Oral
Track:
C: URSI-C Radiocommunication Systems and Signal Processing
Location:
Spadolini: 1-06
Session Time:
Tue, 16 Jul, 08:40 - 12:20
Presentation Time:
Tue, 16 Jul, 09:20 - 09:40
Session Co-Chairs:
Neda Rojhani, University of Waterloo and Ezel ZEYDAN ÇELEN, Bursa Uludağ University
Presentation
Discussion
Session TU-UC.1A
TU-UC.1A.1: Cross-Domain Multi-Task Representation Learning for Target Recognition with Dynamic Attitudes
Meng Lei, Yipeng Wang, Ying Zhang, University of Electronic Science and Technology of China, China
TU-UC.1A.2: MPA-Net: A Deep Learning Model for Estimating Rebar Parameters Based on GPR Data
Hai-Han Sun, University of Wisconsin-Madison, United States
TU-UC.1A.3: A Deep Learning-Based Framework for Estimating Tree Defect Parameters via a Stand-off Radar
Nhan T. Dang, Yee Hui Lee, Jiwei Qian, Kaixuan Cheng, Nanyang Technological University, Singapore; Daryl Lee, Mohamed Lokman Mohd Yusof, National Parks, Singapore; Abdulkadir C. Yucel, Nanyang Technological University, Singapore
TU-UC.1A.4: A Machine Learning Enabled Single-Photodetector Framework for 5G/6G Hybrid Digital/Analog Radio-Over-Fiber Links
Guo Hao Thng, Lumeng Xu, Said Mikki, ZJU-UIUC Institute, China
TU-UC.1A.5: Deep Learning-Based Prediction of Band Diagrams and Mode Dispersion in Photonic Crystal Waveguides
Ezel Yağmur Zeydan Çelen, Sait Eser Karlık, Bursa Uludağ University, Turkey
TU-UC.1A.6: CSI-Based Model for Precision Localization in Underground Mines
Ali Khalaf, Université du Québec en Abitibi-Témiscamingue, Canada; Nadir Hakem, Laboratoire de Recherche Télébec en Communications Souterraines, Canada; Nahi Kandil, Université du Québec en Abitibi-Témiscamingue, Canada
TU-UC.1A.7: Masking Algorithm for Cross-Target Interference Reduction in TX Beamforming Radar Systems
Neda Rojhani, University of Waterloo, Canada; Marco Passafiume, University of Toronto, Canada; George Shaker, University of Waterloo, Canada
TU-UC.1A.8: An Accurate Underground Autonomous Vehicle Localization System Using RSSI and IMU Data
Nour Zaarour, Nadir Hakem, Nahi Kandil, Mohamed Madi, Université du Québec en Abitibi-Témiscamingue, Canada
TU-UC.1A.9: Direct Position Determination Based on Joint Spatial-Temporal PARAFAC Decomposition
Qing Liu, Jiangwen Zhou, Jian Xie, Yanyun Gong, Ling Wang, Northwestern Polytechnical University, China
TU-UC.1A.10: Multitask Bayesian Compressive Sensing for Phaseless Electromagnetic Inverse Problems
Zi An Wang, Ping Li, Shanghai Jiao Tong University, China
Resources
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