WE2.R5.8

MAPPING LOCAL CLIMATE ZONES WITH CIRCLED SIMILARITY PROPAGATION BASED DOMAIN ADAPTATION

Nan Zhao, Yanfei Zhong, Ailong Ma, Wuhan University, China

Session:
Advanced Clustering Methods for Remote Sensing Data II

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Wed, 30 Sep, 15:40-15:50 (UTC)
Wed, 30 Sep, 23:40-23:50 China Standard Time (UTC +8)
Wed, 30 Sep, 17:40-17:50 Central Europe Summer Time (UTC +2)
Wed, 30 Sep, 08:40-08:50 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Begüm Demir, Technische Universität Berlin and Feng Xu, Fudan University
Session Managers:
Vanessa Núñez and Rajat Shinde

Presentation

Discussion

Resources

Session

WE2.R5.1: A COMPARATIVE STUDY OF DEEP LEARNING LOSS FUNCTIONS FOR MULTI-LABEL REMOTE SENSING IMAGE CLASSIFICATION
Hichame Yessou, Gencer Sumbul, Begüm Demir, Technische Universität Berlin, Germany
WE2.R5.2: A CNN-GCN framework for multi-label aerial image scene classification
Yansheng Li, Ruixian Chen, Yongjun Zhang, Wuhan University, China; Hang Li, Beijing Aerospace System Engineering Research Institute, China
WE2.R5.3: CLASS-WISE ADVERSARIAL TRANSFER NETWORK FOR REMOTE SENSING SCENE CLASSIFICATION
Zixu Liu, Li Ma, China University of Geosciences, China
WE2.R5.4: RELATIONSHIPS EXCAVATING OF AUGMENTED FEATURE FOR REMOTE SENSING SCENE CLASSIFICATION
Lei Dan, Xuelong Li, Northwestern Polytechnical University, China
WE2.R5.5: AN OPEN SET DOMAIN ADAPTATION NETWORK BASED ON ADVERSARIAL LEARNING FOR REMOTE SENSING IMAGE SCENE CLASSIFICATION
Jun Zhang, Jiao Liu, Lukui Shi, Hebei University of Technology, China; Bin Pan, Nankai University, China; Xia Xu, NanKai University, China
WE2.R5.6: RSSM-NET: REMOTE SENSING IMAGE SCENE CLASSIFICATION BASED ON MULTI-OBJECTIVE NEURAL ARCHITECTURE SEARCH
Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Wuhan University, China; Ruyi Feng, China University of Geosciences (Wuhan), China
WE2.R5.7: TOPIC MODEL FOR REMOTE SENSING DATA: A COMPREHENSIVE REVIEW
Qiqi Zhu, Jiangqin Wan, China University of Geosciences, China; Yanfei Zhong, Wuhan University, China; Qingfeng Guan, China University of Geosciences, China; Liangpei Zhang, Deren Li, Wuhan University, China
WE2.R5.8: MAPPING LOCAL CLIMATE ZONES WITH CIRCLED SIMILARITY PROPAGATION BASED DOMAIN ADAPTATION
Nan Zhao, Yanfei Zhong, Ailong Ma, Wuhan University, China
WE2.R5.9: UNSUPERVISED MIXED MULTI-TARGET DOMAIN ADAPTATION FOR REMOTE SENSING IMAGES CLASSIFICATION
Juepeng Zheng, Wenzhao Wu, Haohuan Fu, Tsinghua University, China; Weijia Li, Chinese University of Hong Kong, China; Runmin Dong, Lixian Zhang, Shuai Yuan, Tsinghua University, China
WE2.R5.10: Unsupervised style transfer via DualGAN for cross-domain aerial image classification
Yansheng Li, Te Shi, Wei Chen, Yongjun Zhang, Wuhan University, China; Zhibin Wang, Hao Li, Alibaba Group, China
WE2.R5.11: MAPPING DEFORESTED AREAS IN THE CERRADO BIOME THROUGH RECURRENT NEURAL NETWORKS
Bruno Menini Matosak, Raian Vargas Maretto, Thales Sehn Körting, Marcos Adami, Leila Maria Garcia Fonseca, National Institute for Space Research (INPE), Brazil