THPA.PA.39

APPLICATION OF 1D CNN AND 3D CNN FOR COARSE RESOLUTION SATELLITE IMAGE CLASSIFICATION IN EXTENSIVE AREA LAND COVER MAPPING

Tesfaye Adugna, Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology, China; Wenbo Xu, 1) School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu. 2) Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China., China; Jinlong Fan, National Satellite Meteorological Center, China Meteorological Administration, Beijing 100081, China., China
Session:
THPA.PA: Classification and Clustering I Poster
Track:
Data Analysis
Location:
Poster Area 4: Trianti Balcony
Presentation Time:
Thu, 11 Jul, 10:40 - 11:40
Session Co-Chairs:
Kegen Yu, China University of Mining and Technolog and Min Zhang, Xidian University and Hossein Aghababaei, University of Twente
Presentation
Discussion
Resources
No resources available.
Session THPA.PA
THPA.PA.30: CROSS-DOMAIN FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION WITH BIAS DIMINISHING AND DOMAIN BRIDGING
Jiachen Bei, Guo Cao, Jinbao Zhu, Yingchun Han, Yijun Zhang, Nanjing University of Science and Technology, China
THPA.PA.31: UTILIZING REMOTE SENSING AND GEOSPATIAL DATA TO CHARACTERIZE ADMINISTRATIVE DATA UNDERCOVERAGE FOR CROP ACREAGE ESTIMATION
Avery Nagle, Claire Boryan, Andrew Dau, Arthur Rosales, National Agricultural Statistics Service, United States; Luca Sartore, National Institute of Statistical Science, United States; Patrick Willis, National Agricultural Statistics Service, United States
THPA.PA.32: FUSION OF DILATED CONVOLUTION IN CNN AND TRANSFORMER NETWORKS FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Jinbao Zhu, Guo Cao, Jiachen Bei, Yijun Zhang, Yingchun Han, Nanjing University of Science and Technology, China
THPA.PA.33: ENCRYPTED TRAFFIC CLASSIFICATION FRAMEWORK BASED ON ALBERT
Haoran Li, Xidian University, China; Yasheng Zhang, The 54th Research Institute of China Electronics Technology Group Corporation, China; Mansu Gu, Jing Bai, Xidian University, China; Zhu Xiao, Hunan University, China; Yiran Wang, Xidian University, China
THPA.PA.34: GROUPED MULTI-SCALE NETWORK WITH NOISY SAMPLE DETECTION FOR HYPERSPECTRAL IMAGE CLASSIFICATION WITH NOISY LABELS
Yingchun Han, Guo Cao, Nanjing University of Science and Technology, China
THPA.PA.35: Resnet-GIC:global and local feature enhanced deep network for sar target recognition
Liqiang Mou, Zongyong Cui, Zheng Zhou, Mingxu He, Zongjie Cao, University of Electronic Science and Technology of China, China
THPA.PA.36: ENHANCING CROP MAPPING THROUGH A SPATIAL EXPANSION APPROACH
Ruonan Gao, Timo Balz, Zhenfeng Shao, Wuhan University, China
THPA.PA.37: MULTI-SCALE SPARSE TRANSFORMER FOR REMOTE SENSING SCENE CLASSIFICATION
Wei Jiang, Xu Tang, Zhixi Feng, Yue Ma, Jingjing Ma, Xiangrong Zhang, Licheng Jiao, Xidian University, China
THPA.PA.38: REMOTE SENSING CLASSIFICATION STUDY OF GRASSLAND DEGRADATION IN INNER MONGOLIA BASED ON MACHINE LEARNING
Ri-Tu Su, Chinese Academy of Agricultural Sciences/Forestry and Grassland Monitoring and Planning Institute of Inner Mongolia, China; Ai-Jun Liu, Yong Yang, Shu-Juan Chang, Xi-Mei Chen, Forestry and Grassland Monitoring and Planning Institute of Inner Mongolia, China; Xiao-Long Liu, Chinese Academy of Agricultural Sciences, China; Hai-Bo Han, Forestry and Grassland Monitoring and Planning Institute of Inner Mongolia, China; Chi Wang, Inner Mongolia Meteorological Data Center, China
THPA.PA.39: APPLICATION OF 1D CNN AND 3D CNN FOR COARSE RESOLUTION SATELLITE IMAGE CLASSIFICATION IN EXTENSIVE AREA LAND COVER MAPPING
Tesfaye Adugna, Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology, China; Wenbo Xu, 1) School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu. 2) Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China., China; Jinlong Fan, National Satellite Meteorological Center, China Meteorological Administration, Beijing 100081, China., China
THPA.PA.40: HETEROGENEOUS OPEN-SET CROSS-DOMAIN MANIFOLD EMBEDDING ALIGNED FOR HSI-MSI COLLABORATIVE CLASSIFICATION
Bin Guo, Harbin Institute of Technology, China; Xiangrong Zhang, Heilongjiang Institute ofTechnology, China; Tianzhu Liu, Yanfeng Gu, Harbin Institute of Technology, China
THPA.PA.41: PERFORMANCE EVALUATION OF OPTIMIZATION FUNCTIONS FOR NEURAL NETWORK CLASSIFIER USING DECOMPOSED POLSAR IMAGES
Akhil Masurkar, Rohin Daruwala, Veermata Jijabai Technological Institute, India; Arya Mohite, Sandip Pathe, Varsha Turkar, Vidyalankar Institute of Technology, India; Anup Das, Space Application Centre, ISRO, India
THPA.PA.42: Integrating rotational prediction and historical classifiers for rapeseed in-season mapping
Yunze Zang, Xuehong Chen, Beijing Normal University, China
Resources
No resources available.