TU2.M4.2
Exploring Spatial Feature Regularization in Deep-Learning-Based TomoSAR Reconstruction: A Preliminary Study and Performance Analysis
Tianjiao Zeng, Xu Zhan, University of Electronic Science and Technology of China, China; Yu Ren, Xiangdong Ma, Liang Liu, University of Electronic Sicence and Technology of China, China; Jun Shi, Shunjun Wei, Mou Wang, Xiaoling Zhang, University of Electronic Science and Technology of China, China
Session:
TU2.M4: Deep Learning for Multi-channel SAR processing: Current State of Art and Future Trends in the Application of Deep Learning for 3D Reconstruction II Oral
Track:
Community-Contributed Sessions
Location:
Mezzanine: Room M4
Presentation Time:
Tuesday, 5 August, 10:45 - 11:00
Session Co-Chairs:
Giampaolo Ferraioli, Università degli Studi di Napoli Parthenope, Napoli, Italy. and Sergio Vitale, University of Naples Parthenope
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Session TU2.M4
TU2.M4.1: TomoSAR from Theory to Practice – Overview of the Advancements and Challenges
Hossein Aghababaei, University of Twente, Netherlands; Giampaolo Ferraioli, Università degli Studi di Napoli Parthenope, Napoli, Italy., Italy
TU2.M4.2: Exploring Spatial Feature Regularization in Deep-Learning-Based TomoSAR Reconstruction: A Preliminary Study and Performance Analysis
Tianjiao Zeng, Xu Zhan, University of Electronic Science and Technology of China, China; Yu Ren, Xiangdong Ma, Liang Liu, University of Electronic Sicence and Technology of China, China; Jun Shi, Shunjun Wei, Mou Wang, Xiaoling Zhang, University of Electronic Science and Technology of China, China
TU2.M4.3: HYBRID FOREST HEIGHT ESTIMATION FOR NON-ZERO-BASELINE REPEAT-PASS POLINSAR DATA
Qi Zhang, Yuanyuan Wang, Xiao Xiang Zhu, Technical University of Munich, Germany
TU2.M4.4: COMPARISON OF ML AND DL BASED METHODS FOR FOREST HEIGHT ESTIMATION THROUGH MULTI-CHANNEL SAR DATA
Francesca Razzano, Wenyu Yang, Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio, University of Naples Parthenope, Italy; Silvia Liberata Ullo, University of Sannio, Italy; Gilda Schirinzi, University of Naples Parthenope, Italy
TU2.M4.5: Equivariance-Embedded TomoSAR Robust Imaging
Jinyu Qiu, Tianjiao Zeng, Mou Wang, Jun Shi, Shunjun Wei, Xiaoling Zhang, Xu Zhan, University of Electronic Science and Technology of China, China
Resources
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