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Consider the challenge faced by a detective trying to solve a case using only witness sketches, while a colleague has access to surveillance footage—both are examining the same scene, but through fundamentally different lenses. This analogy captures the essence of multi-modal sensing in aerospace systems, where satellites equipped with different types of sensors—optical cameras that see like human eyes, and radar systems that penetrate clouds and darkness—observe the same Earth below but record dramatically different signatures of the same phenomena.

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Bridging the Celestial Divide: Cross-Modal Domain Adaptation

  • 章节

  • 发表日期：

    2025年

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  • Zhaoxiang Zhang

摘要

Consider the challenge faced by a detective trying to solve a case using only witness sketches, while a colleague has access to surveillance footage—both are examining the same scene, but through fundamentally different lenses. This analogy captures the essence of multi-modal sensing in aerospace systems, where satellites equipped with different types of sensors—optical cameras that see like human eyes, and radar systems that penetrate clouds and darkness—observe the same Earth below but record dramatically different signatures of the same phenomena.