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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE2.MM-2.1

FEATURE SELECTION USING SELF ORGANIZING MAP ORIENTED EVOLUTIONARY APPROACH

Oguzhan Ceylan, Kadir Has University, Turkey; Gulsen Taskin, Istanbul Technical University, Turkey
Session:
Feature Extraction & Unmixing
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Wed, 14 Jul, 11:00-11:05 (UTC)
Wed, 14 Jul, 13:00-13:05 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 19:00-19:05 China Standard Time (UTC +8)
Wed, 14 Jul, 07:00-07:05 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Andrea Marinoni, The Arctic University of Norway and Gabriele Moser, University of Genoa
Session Manager:
Islam Alam Saad Mansour
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Session WE2.MM-2
WE2.MM-2.1: FEATURE SELECTION USING SELF ORGANIZING MAP ORIENTED EVOLUTIONARY APPROACH
Oguzhan Ceylan, Kadir Has University, Turkey; Gulsen Taskin, Istanbul Technical University, Turkey
WE2.MM-2.2: UNSUPERVISED BAND SELECTION FOR HYPERSPECTRAL DATASETS BY DOUBLE GRAPH LAPLACIAN DIAGONALIZATION
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Arctic University of Norway, Norway; Paolo Gamba, University of Pavia, Italy; Andrea Marinoni, Arctic University of Norway, Norway
WE2.MM-2.3: HIERARCHICAL PROBABILISTIC EMBEDDINGS FOR MULTI-VIEW IMAGE CLASSIFICATION
Benjamin Brodie, Subash Khanal, Muhammad Usman Rafique, Connor Greenwell, Nathan Jacobs, University of Kentucky, United States
WE2.MM-2.4: ND-SPACE: NORMALIZED DIFFERENCE SPECTRAL MAPPING, WITH SOIL AND VEGETATION EXAMPLES
William Philpot, Cornell University, United States
WE2.MM-2.5: ON THE USE OF SPAN IMAGE IN POLSAR SPECKLE FILTERING
Mohamed Yahia, Tarig Ali, GIS and Mapping Laboratory, American University of Sharjah, United Arab Emirates; Md Maruf Mortula, Civil Engineering department, American University of Sharjah, United Arab Emirates; Riadh Abdelfattah, Universitéy of Carthage: COSIM Lab, Higher School of Communications of Tunis, Tunisia; Samy Elmahdi, GIS and Mapping Laboratory, American University of Sharjah, United Arab Emirates
WE2.MM-2.6: A NOVEL COLLABORATIVE REPRESENTATION BASED SEISMIC FAULT DETECTION FRAMEWORK
Ratul Kishore Saha, Tiash Ghosh, Indian Institute of Technology Kharagpur, India; Sanjai Kumar Singh, Oil and Natural Gas Corporation, India; Aurobinda Routray, Indian Institute of Technology Kharagpur, India
WE2.MM-2.7: FUSION DETECTION OF CLOSED WATER IN MEDIUM-LOW RESOLUTION REMOTE SENSING IMAGERY
Yuanyong Ning, Yanan You, Jingyi Cao, Fang Liu, Beijing University of Posts and Telecommunications, China; Qing Yan, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, China
WE2.MM-2.8: BIDIRECTIONAL PATHWAY FEATURE PYRAMID NETWORKS AND REVERSE SCALE- TRANSFER LAYER FOR DETECTING MULT-SCALE SHIPS
Guanhua Jiang, Yanan You, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, China; Gang Meng, Beijing Institute of Remote Sensing Information, China; BoHao Ran, Beijing University of Posts and Telecommunications, China; Fang Liu, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, China
WE2.MM-2.9: ITERATIVE SPECTRAL DISTANCING: A NOVEL APPROACH FOR EXTRACTING ENDMEMBERS IN COMPLEX URBAN IMAGE SCENES
Frederik Priem, Vrije Universiteit Brussel, Belgium; Ben Somers, KU Leuven, Belgium; Frank Canters, Vrije Universiteit Brussel, Belgium

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