Representation of Multirelations of Geographic Scenes Based on Hyperbolic Space

The recognition of complex geographic scenes requires to simultaneously describe different kinds of relations such as hyponymy and spatial relations among multiple-scale categories. The former is hierarchical structure, and the latter is called eigen structure. Current researches focus on representi...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing Jg. 62; S. 1 - 13
Hauptverfasser:	Cui, Wei, Xu, Xing, Chen, Jiale, Feng, Zhanyun, Zhao, Huilin, Hao, Yuanjie, Tian, Yueling, Wang, Jin, Xia, Cong
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Artificial neural networks Computational modeling Embedding Euclidean geometry Euclidean space Feature extraction Geographic scenes Geometric transformation Graph representations Graphical representations Hyperbolic coordinates hyperbolic space Knowledge graphs Knowledge representation Machine learning multirelations Neural networks Object recognition Quaternions Remote sensing Semantic segmentation Semantics Vectors Visualization
ISSN:	0196-2892, 1558-0644
Online-Zugang:	Volltext
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