| Session Title | THP2.PA: Neural Networks in Polarimetry |
|---|---|
| Presentation Mode | Poster |
| Session Time | Thursday, 01 August, 15:20 - 16:20 |
| Location | Room 501-502: Poster Area A |
| Session Chair | Kostas Papathanassiou, German Aerospace Center (DLR) |
| THP2.PA.1: POLSAR IMAGE CLASSIFICATION BASED ON POLARIMETRIC SCATTERING CODING AND SPARSE SUPPORT MATRIX MACHINE |
| Xu Liu; Xidian University |
| Licheng Jiao; Xidian University |
| Dan Zhang; Xidian University |
| Fang Liu; Xidian University |
| THP2.PA.2: AN ACTIVE DEEP LEARNING APPROACH FOR MINIMALLY-SUPERVISED POLSAR IMAGE CLASSIFICATION |
| Haixia Bi; University of Derby |
| Feng Xu; Fudan University |
| Zhiqiang Wei; Xi’an Electronics and Engineering Institute |
| Yibo Han; Nanyang Institute of Technology |
| Yuanlong Cui; University of Derby |
| Yong Xue; University of Derby |
| Zongben Xu; Xi’an Jiaotong University |
| THP2.PA.3: A REVIEW OF POLSAR IMAGE CLASSIFICATION: FROM POLARIMETRY TO DEEP LEARNING |
| Haipeng Wang; Fudan University |
| Feng Xu; Fudan University |
| Ya-Qiu Jin; Fudan University |
| THP2.PA.4: COMPLEX-VALUED WISHART STACKED AUTO-ENCODER NETWORK FOR POLSAR IMAGE CLASSIFICATION |
| Wen Xie; Xi'an University of Posts and Telecommunications |
| Gaini Ma; Xi'an University of Posts and Telecommunications |
| Wenqiang Hua; Xi'an University of Posts and Telecommunications |
| Feng Zhao; Xi'an University of Posts and Telecommunications |
| THP2.PA.5: SEMI-SUPERVISED RECURRENT COMPLEX-VALUED CONVOLUTION NEURAL NETWORK FOR POLSAR IMAGE CLASSIFICATION |
| Feng Zhao; Xi'an University of Posts and Telecommunications |
| Gaini Ma; Xi'an University of Posts and Telecommunications |
| Wen Xie; Xi'an University of Posts and Telecommunications |
| Hanqiang Liu; Shaanxi Normal University |
| THP2.PA.6: DUAL-CHANNEL CONVOLUTIONAL NEURAL NETWORK FOR POLARIMETRIC SAR IMAGES CLASSIFICATION |
| Wenqiang Hua; Xi’an University of Posts and Telecommunications |
| Shuang Wang; Xidian University |
| Wen Xie; Xi’an University of Posts and Telecommunications |
| Yanhe Guo; Xidian University |
| Xiaomin Jin; Xi’an University of Posts and Telecommunications |
| THP2.PA.7: POLARIMETRIC SAR IMAGE SUPER-RESOLUTION VIA DEEP CONVOLUTIONAL NEURAL NETWORK |
| Liupeng Lin; Wuhan University |
| Jie Li; Wuhan University |
| Qiangqiang Yuan; Wuhan University |
| Huanfeng Shen; Wuhan University |
| THP2.PA.8: POLSAR IMAGE CLASSIFICATION VIA COMPLEX-VALUED CONVOLUTIONAL NEURAL NETWORK COMBINING MEASURED DATA AND ARTIFICIAL FEATURES |
| Xianxiang Qin; Information and Navigation College, Air Force Engineering University |
| Tao Hu; Information and Navigation College, Air Force Engineering University |
| Huanxin Zou; College of Electronic Science, National University of Defense Technology |
| Wangsheng Yu; Information and Navigation College, Air Force Engineering University |
| Peng Wang; Information and Navigation College, Air Force Engineering University |
| THP2.PA.9: POLSAR TERRAIN CLASSIFICATION BASED ON DENOISING-CNN |
| Yanhe Guo; Xidian University |
| Shuang Wang; Xidian University |
| Guoxin Song; Xidian University |
| Yongqiang Zhao; Xidian University |
| Wenqiang Hua; Xi'an University of Posts and Telecommunication |
| Feihang Liu; Xidian University |