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Retrieval-augmented image harmonization

delete2025-10-12
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PRE
AI
H
Haolin Wang
M
Ming Liu
闫子飞 (Zifei Yan)
C
Chao Zhou
L
Longan Xiao
左旺孟 (Wangmeng Zuo)
DOI:10.1016/j.patcog.2025.112556delete
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Abstract

Abstract

En 中文
• The proposed Raiha guides image harmonization by retrieving an external reference. • A retrieval strategy is delicately designed to provide reliable references. • Semantic-guided fusion suppresses the influence of irrelevant regions. • A data augmentation strategy ensures Raiha utilize references effectively. • The proposed method outperforms the SOTAs on the image harmonization task.
Keywords:
Image enhancement
Image harmonization
Image retrieval

Journal

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

Organization

H
harbin institute of technology
Scholars:
8.0W
Papers: 6.6W
Citations: 66
T
transsion
Scholars:
2
Papers: 1
Citations: 0