Few-shot Remote Sensing Imagery Recognition with Compositionality Inductive Bias in Hierarchical Representation Space
Remote sensing scenes from aerial perspective can be constructed by distinct visual parts in a combinatorial number of different ways. Such combinatorial explosion poses great challenges to understanding remote sensing imagery (RSI) with few prior instances (i.e., few-shot RSI recognition). Despite...
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Main Authors: | Shichao Zhou, Zhuowei Wang, Zekai Zhang, Wenzheng Wang, Yingrui Zhao, Yunpu Zhang |
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Format: | Article |
Language: | English |
Published: |
IEEE
2025-01-01
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Series: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10819630/ |
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