TUP1.PC.12
Feature-Space Oversampling for Addressing Class Imbalance in SAR Ship Classification
Ch Muhammad Awais, Italian National Research Council & University of Pisa, Italy; Marco Reggiannini, Italian National Research Council & NBFC, Italy; Davide Moroni, Italian National Research Council, Italy; Oktay Karakus, Cardiff University, United Kingdom
Session:
TUP1.PC: Advancements in Deep Learning for SAR Remote Sensing Applications IV Poster
Track:
Community-Contributed Sessions
Location:
Poster Area
Presentation Time:
Tuesday, 5 August, 09:15 - 10:30
Session Co-Chairs:
Shubham Awasthi, and Gunjan Joshi, HZDR
Presentation
Discussion
Resources
No resources available.
Session TUP1.PC
TUP1.PC.1: OS-DANN: A Novel Open-Set Domain Adaptation Method for SAR Target Recognition
Hanzhou Wu, Yifeng Xu, Wenyu Shu, Ronghui Zhan, College of Electronic Science and Technology, National University of Defense Technology, Changsha, China, China
TUP1.PC.2: A MODIFIED PIX2PIX CGAN FOR SYNTYHETIC SAR IMAGE GENERATION TO IMPROVE SHORELINE DETECTION
Lena Chang, YuMin Chu, National Taiwan Ocean University, Taiwan; Ching Min Cheng, Chang Gung University, Taiwan; Yang-Lang Chang, National Taipei University of Technology, Taiwan
TUP1.PC.3: LOCAL-GLOBAL INFORMATION FUSION DESCRIPTOR NETWORK FOR SAR IMAGE REGISTRATION BASED ON COMBINED DISTANCE OPTIMIZATION
Junjie Huang, Junyi Liu, Zicheng Huang, Qingsong Wang, Sun Yat-sen University, China
TUP1.PC.4: A novel U-shape Swin-Gan based Optical to SAR image transfer method
Hongqi Zhang, Henry Leung, University of Calgary, Canada
TUP1.PC.5: AIRCRAFT TARGET RECOGNITION METHOD FOR SAR IMAGES BASED ON ATTENTION MECHANISM WITH PARALLEL MULTILAYER SCALING
Yufeng Tang, Jun Du, Nanjing University of Aeronautics and Astronautics, China; Xiongfei Wen, Changjiang River Scientific Research Institute, China; Peng Wang, Nanjing University of Aeronautics and Astronautics, China; Bo Huang, The University of Hong Kong, China
TUP1.PC.6: RTA-OSR: A rejection threshold adaptive open-set recognition network for SAR targets
Yiming Li, Lan Du, Jian Chen, National Key Laboratory of Radar Signal Processing，Xidian University，Xi’an，710071，China, China; Xin Liu, Hongxing Dang, Xi’an Institute of Space Radio Technology, Xi’an, 710100, China, China; Yu Zhou, National Key Laboratory of Radar Signal Processing，Xidian University，Xi’an，710071，China, China
TUP1.PC.7: LIGHTWEIGHT SINGLE-STAGE DETECTOR FOR SMALL-OBJECT DETECTION IN SAR IMAGES WITH HARDWARE-OPTIMIZED IMPLEMENTABILITY
Siyu Zhang, Xinyang Pu, Feng Xu, FUDAN UNIVERSITY, China
TUP1.PC.8: Integrating Multitemporal SAR and Optical Information for Missing Optical Imagery Generation
Chunyu Dong, Gang Yang, Yumiao Wang, Weiwei Sun, Xiangchao Meng, Binjie Chen, Ningbo University, China
TUP1.PC.9: AN UNSUPERVISED DEEP SUBDOMAIN ADAPTION METHOD FOR SAR AUTOMATIC TARGET RECOGNITION
Yifei Li, Timo Balz, Wuhan university, China
TUP1.PC.10: ASC-SEM: ASC-BASED SCATTERING ENHANCEMENT MATRIX FOR SAR ATR
Jiacheng Chen, Tingyi Kang, Haipeng Wang, Fudan University, China
TUP1.PC.11: ENHANCING SEMANTIC SEGMENTATION OF SAR IMAGES USING THE PYRAMID ATTENTION NETWORK MODEL
Neeraj Kumar Nadipelli, Hitendra Sarma T, Vasavi College of Engineering, India; Mrudula K, G. Narayanamma Institute of Technology and Science, India
TUP1.PC.12: Feature-Space Oversampling for Addressing Class Imbalance in SAR Ship Classification
Ch Muhammad Awais, Italian National Research Council & University of Pisa, Italy; Marco Reggiannini, Italian National Research Council & NBFC, Italy; Davide Moroni, Italian National Research Council, Italy; Oktay Karakus, Cardiff University, United Kingdom
Resources
No resources available.