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Semantic-Guided Multi-Level Collaborative Fusion Network for Visible and Infrared Images

The paramount value of image fusion is manifested in effectively enhancing downstream tasks. However, compatibility with subsequent tasks is compromised due to the semantic deficiency of fusion representations generated by current approaches. To mitigate this limitation, a semantic-guided multi-leve...

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Principais autores: Lijun Yuan, Chuanjiang Xie, Ming Yang, Xiaoguang Tu, Qiqin Li, Xinyu Zhu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-04-01
Serier:Sensors
Fag:
semantic prior
cross-attention transformer
feature calibration
multi-level interaction
cross-modal fusion
object detection
Online adgang:https://www.mdpi.com/1424-8220/26/9/2577
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