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

WE6.V7.5

RESFORMER: BRIDGING RESIDUAL NETWORK AND TRANSFORMER FOR REMOTE SENSING SCENE CLASSIFICATION

Mingteng Li, Jingjing Ma, Xu Tang, Cheng Zhu, Licheng Jiao, Xidian University, China; Xiao Han, Geovis Spatial Technology Co.,Ltd, China
Session:
Classification and Clustering MMV II Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 7
Presentation Time:
Wed, 20 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Wed, 20 Jul, 13:35 - 14:45 UTC
Wed, 20 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Co-Chairs:
Miguel Luis Lagahit, Tokyo Institute of Technology and Hatice Kubra Teloglu, Gebze Technical University
Session Manager:
Khe Kheng Kow
Presentation
Discussion
Resources
No resources available.
Session WE6.V7
WE6.V7.1: CROSS-LAYER MULTI-ATTENTION GUIDED SPECTRAL-SPATIAL CLASSIFICATION OF HYPERSPECTRAL IMAGES
Mengkai Liu, Ting Lu, College of Electrical and Information Engineering, Hunan University, China; Wei Fu, Xiaoteng Wei, College of Computer Science and Electronic Engineering, Hunan University, China
WE6.V7.2: EXPLORING FSCNN + FOCAL LOSS: A FASTER ALTERNATIVE FOR ROAD MARKING CLASSIFICATION ON MOBILE LIDAR SPARSE POINT CLOUD DERIVED IMAGES
Miguel Luis Lagahit, Masashi Matsuoka, Tokyo Institute of Technology, Japan
WE6.V7.3: LOCAL CLIMATE ZONE MAPPING USING CLUSTERING ALGORITHMS: A CASE STUDY OF DHAKA, BANGLADESH
Samiya Kabir Youme, Md. Sayeed Abid, Towsif Alam Chowdhury, Hossain Ahamed, Shahnewaz Siddique, North South University, Bangladesh
WE6.V7.4: COMPACT FEATURE REPRESENTATION FOR UNSUPERVISED OOD DETECTION
Sudipan Saha, Technical University of Munich, Germany; Jakob Gawlikowski, Xiao Xiang Zhu, German Aerospace Center, Germany; Jay Nandy, National University of Singapore, Singapore
WE6.V7.5: RESFORMER: BRIDGING RESIDUAL NETWORK AND TRANSFORMER FOR REMOTE SENSING SCENE CLASSIFICATION
Mingteng Li, Jingjing Ma, Xu Tang, Cheng Zhu, Licheng Jiao, Xidian University, China; Xiao Han, Geovis Spatial Technology Co.,Ltd, China
WE6.V7.6: A MORPHOLOGICAL-LONG SHORT TERM MEMORY NETWORK APPLIED TO CROP CLASSIFICATION
Hatice Kubra Teloglu, Erchan Aptoula, Gebze Technical University, Turkey
WE6.V7.7: MARKOV RANDOM FIELD BASED SPECTRAL-SPATIAL FUSION NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Yao Peng, Bin Cui, Nanjing University of Posts and Telecommunications, China
WE6.V7.8: RESIDUAL DENSE ASYMMETRIC CONVOLUTIONAL NEURAL NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Zhe Meng, Junjie Zhang, Feng Zhao, Zhenhui Chang, Xi’an University of Posts and Telecommunications, China; Hanqiang Liu, Shaanxi Normal University, China
WE6.V7.9: COMPARISON OF FY-3C VIRR AND MODIS TIME-SERIES COMPOSITE DATA FOR REGIONAL LAND COVER MAPPING OF A PART OF AFRICA
Tesfaye Adugna, Wenbo Xu, Haitao Jia, University of Electronic Science and Technology of China, China; Jinlong Fan, China Meteorological Administration, China
WE6.V7.10: AN IMPROVED OBJECT CNN METHOD FOR CLASSIFICATION OF HIGH-RESOLUTION REMOTE SENSING IMAGERY
Zhiqing Li, Erzhu Li, Tianyu Xu, Jiangsu Normal University, China; Zhigang Su, Zhengyuan Geomatics Group Company Limited Shandong Branch, China