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.V8.1

AUTOMATIC UNSEEN CLASS DISCOVERY ALGORITHM BASED ON CLUSTERING ANALYSIS

Bin Li, Yiwei Li, Yuxuan Sun, Zongyong Cui, Zongjie Cao, Jianyu Yang, University of Electronic Science and Technology of China, China
Session:
Classification and Clustering MMV V Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 8
Presentation Time:
Tue, 19 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Tue, 19 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Tue, 19 Jul, 13:35 - 14:45 UTC
Tue, 19 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Chair:
Sergio Moreno-Álvarez, University of Extremadura
Session Manager:
Wei Pin, Peter Choo
Presentation
Discussion
Resources
No resources available.
Session TU6.V8
TU6.V8.1: AUTOMATIC UNSEEN CLASS DISCOVERY ALGORITHM BASED ON CLUSTERING ANALYSIS
Bin Li, Yiwei Li, Yuxuan Sun, Zongyong Cui, Zongjie Cao, Jianyu Yang, University of Electronic Science and Technology of China, China
TU6.V8.2: Complex matrix and polarimetric feature joint learning for Polarimetric SAR image classification
Junfei Shi, Haiyan Jin, Xi'an University of Technology, China
TU6.V8.3: HETEROGENEOUS IMAGE CLASSIFICATION WITH MULTI-STAGE CONDITIONAL ADVERSARIAL DOMAIN ADAPTATION BETWEEN SAR AND OPTICAL IMAGERY
Chenxuan Li, Zenghui Zhang, Wenxian Yu, Shanghai Jiao Tong University, China; Weiwei Guo, Tongji University, China
TU6.V8.4: DUAL-BRANCH FUSION NETWORK FOR RESIDENTIAL AREA EXTRACTION FROM A ZIYUAN-3 MULTI-SPECTRAL AND MULTI-VIEW DATA SET
Dongrui Li, Jiayi Li, Xin Huang, School of Remote Sensing and Information Engineering, Wuhan University, China
TU6.V8.5: OPTIMIZING DISTRIBUTED DEEP LEARNING IN HETEROGENEOUS COMPUTING PLATFORMS FOR REMOTE SENSING DATA CLASSIFICATION
Sergio Moreno-Álvarez, Juan A. Rico, Juan M. Haut, University of Extremadura, Spain; Mercedes E. Paoletti, Complutense University, Spain; Gabriele Cavallaro, Julich Supercomputing Center, Germany
TU6.V8.6: A MULTI-RADIUS LBP METHOD TO CHARACTERIZE THE GEOMETRY OF HETEROGENEOUS SHALE MODEL
Chen Guo, Zhaohui Zhang, Chen Zuo, Chang’an University, China
TU6.V8.7: MODULATION RECOGNITION OF OVERLAPPING RADAR SIGNALS UNDER LOW SNR BASED ON SE-INCEPATNET
Hao Wang, Weibo Huo, Yuchun Lu, Jifang Pei, Yulin Huang, University of Electronic Science and Technology of China, China
TU6.V8.8: Collaborative Classification of Hyperspectral and LiDAR Data Based On Dual-Branch Convolutional Neural Network
Aili Wang, Shuang Xing, Meixin Li, Yunhong Yang, Shanshan Ding, Haibin Wu, Harbin University of Science and Technology, China; Yuji Iwahori, Chubu University, Japan
TU6.V8.9: CROP TYPE PREDICTION UTILISING A LONG SHORT-TERM MEMORY WITH A SELF-ATTENTION FOR WINTER CROPS IN AUSTRALIA
Dung Nguyen, Yan Zhao, Yifan Zhang, Anh Ngoc Lan Huynh, Fred Roosta, Graeme Hammer, Scott Chapman, Andries Potgieter, The University of Queensland, Australia
TU6.V8.10: HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON SPECTRALLY-ENHANCED AND DENSELY CONNECTED TRANSFORMER MODEL
Yongen Wu, Jie Feng, Gaiqin Bai, Qiyang Gao, Xiangrong Zhang, Xidian University, School of Artificial Intelligence, China