IEEE IGARSS 2022 || Kuala Lumpur, Malaysia || 17

MO6.V8: Classification and Clustering MMV IV

Mon, 18 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Mon, 18 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Mon, 18 Jul, 13:35 - 14:45 UTC
Mon, 18 Jul, 09:35 - 10:45 Eastern Time (UTC -5)

Location: Virtual Room 8

Session Type: Multimedia Virtual

Session Co-Chairs: Sam Polk, Tufts University and Weiwei Song, Peng Cheng Laboratory

Session Manager: Wei Pin, Peter Choo

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

MO6.V8.1: AN ATTENTION BASED LIGHTWEIGHT NETWORK FOR HYPERSPECTRAL IMAGES

Xuming Zhang, Qingjiu Tian, Nanjing University, China; Xingfa Gu, Aerospace Information Research Institute, Chinese Academy of Sciences, China

MO6.V8.2: FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON DOMAIN ADAPTATION OF CLASS BALANCE

Qi Zhen, Xiangrong Zhang, Zhenyu Li, Biao Hou, Xu Tang, Licheng Jiao, Xidian University, China; Li Gao, State Key Laboratory of Geo-Information Engineering, China

MO6.V8.3: CNN Based Target Classification Framework based on Complex Sparse SAR Image: Initial Result

Jiarui Deng, Zehao Liu, Jingjing Zhang, Hui Bi, Nanjing University of Aeronautics and Astronautics, China

MO6.V8.4: ADAPTED ELBOW METHOD FOR SPHERICAL CLUSTERING OF FRACTURE DATA FROM DIGITAL OUTCROP MODEL

Graciela Racolte, Ademir Marques Jr, Luiz Gonzaga Jr, Mauricio Veronez, Unisinos University, Brazil; Caroline Cazarin, Petrobras, Brazil

MO6.V8.5: CONVOLUTION ENHANCED SPATIAL-SPECTRAL UNIFIED TRANSFORMER NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION

Ziqi Xin, Zhongwei Li, Mingming Xu, Leiquan Wang, Xue Zhu, China University Of Petroleum(East China), China

MO6.V8.6: DISCRIMINATIVE FEATURE EXTRACTION AND FUSION FOR CLASSIFICATION OF HYPERSPECTRAL AND LIDAR DATA

Weiwei Song, Peng Cheng Laboratory, China; Zhi Gao, Yongjun Zhang, Wuhan University, China

MO6.V8.7: AMPLITUDE SCINTILLATION FORECASTING USING BAGGED TREES

Abdollah Darya, Aisha Al-Owais, Muhammad Shaikh, Ilias Fernini, University of Sharjah, United Arab Emirates

MO6.V8.8: EXPLORING DIFFERENT LEVELS OF CLASS NOMENCLATURE IN RANDOM FOREST CLASSIFICATION OF SENTINEL-2 DATA

Daniel Moraes, Pedro Benevides, Hugo Costa, Francisco D. Moreira, Mário Caetano, Direção-Geral do Território, Portugal

MO6.V8.9: UNSUPERVISED DEEP EMBEDDING CLUSTERING FOR AIS TRAJECTORY

Lian Xiong, Xuanrui Xiong, Fan Zhang, Chongqing University of Posts and Telecommunications, China; Huaixin Chen, University of Electronic Science and Technology of China, China

MO6.V8.10: Unsupervised detection of ash dieback disease (Hymenoscyphus fraxineus) using diffusion-based hyperspectral image clustering

Sam Polk, Kangning Cui, James Murphy, Tufts University, United States; Aland Chan, David Coomes, University of Cambridge, United States; Robert Plemmons, Wake Forest University, United States