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Learning modality knowledge with proxy for RGB-Infrared object detection

delete2026-02-03
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PRE
AI
Y
You Ma
L
Lin Chai *
S
Shihan Mao
Y
Yucheng Zhang
DOI:10.1016/j.patcog.2026.113227delete
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Abstract

Abstract

En 中文
• A novel RGB-Infrared object detection method is proposed. • Proxy tokens are employed for cross-modality feature interaction. • The mixture of knowledge decoupled experts achieves dual-modality feature fusion. • Demonstrate the superiority of the proposed method on 4 datasets.
Keywords:
RGB-Infrared object detection
proxy tokens
cross-modality feature interaction
knowledge decoupled experts
dual-modality feature fusion

Journal

Pattern Recognition cover
Pattern Recognition
IF:
7.6
Papers:
1.3W
Citations:
4.5W

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No organization information available