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

TU6.V7.6

DESPECKLING BASED DATA AUGMENTATION APPROACH IN DEEP LEARNING BASED RADAR TARGET CLASSIFICATION

Şakir Hüdai Mert Ceylan, Işın Erer, Istanbul Technical University, Turkey
Session:
SAR Classification and Object Recognition Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 7
Presentation Time:
Tue, 19 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Tue, 19 Jul, 15:35 - 16:45 Central European Time (UTC +2)
Tue, 19 Jul, 13:35 - 14:45 UTC
Tue, 19 Jul, 09:35 - 10:45 Eastern Time (UTC -4)
Session Chair:
Hanwen Yu,
Session Manager:
Khe Kheng Kow
Presentation
Discussion
Resources
No resources available.
Session TU6.V7
TU6.V7.1: OPERATION MODE RECOGNITION OF AIRBORNE RADAR BASED ON MULTI-FEATURE FUSION RS-CONVNET
Yujie Zhang, Cui Zhang, Weibo Huo, Jifang Pei, Yulin Huang, Yin Zhang, University of Electronic Science and Technology of China, China
TU6.V7.2: SAR MARITIME OBJECT RECOGNITION BASED ON CONVOLUTIONAL NEURAL NETWORK
Yihang Zhi, Bing Sun, Yi Xu, Jingwen Li, Beihang University, China
TU6.V7.3: A Complex Value Augmented Contrastive Learning Model for PolSAR Land Cover Classification
Bo Ren, Jian Lv, Biao Hou, Xidian University, China
TU6.V7.4: CLASSIFICATION AND VERIFICATION OF SURFACE ANISOTROPIC REFLECTANCE CHARACTERISTICS
Chenxia Wang, Ziti Jiao, Xiaoning Zhang, Beijing Normal University, China; Hu Zhang, Tianjin Normal University, China
TU6.V7.5: UNSUPERVISED CLASSIFICATION OF POLARIMETRIC SAR IMAGES BASED ON SCATTERING MECHANISM
Zhihao Yang, Yan Chen, Yunping Chen, Youchun Lu, University of Electronic Science and Technology of China, China
TU6.V7.6: DESPECKLING BASED DATA AUGMENTATION APPROACH IN DEEP LEARNING BASED RADAR TARGET CLASSIFICATION
Şakir Hüdai Mert Ceylan, Işın Erer, Istanbul Technical University, Turkey