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TransDiff: Transformer-based diffusion model for low-light image enhancement

delete2025-08-12
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PRE
AI
Y
Yonghua Zhang
Y
Y. Y. Ding
H
Hongxuan Xie
S
Shuo Zhang
H
Hui Xu
L
Lvchen Cao
Z
Ziqing Huang *
DOI:10.1016/j.neucom.2025.131174delete
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Abstract

Abstract

En 中文
• The proposed method fully integrates the advantages of diffusion models and Transformers. • We introduce a structure prior map as a conditional input to the conditional diffusion model. • We design several sophisticated modules to implement the proposed ideas.

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

H
henan institute of science and technology
Scholars:
946
Papers: 301
Citations: 2
H
henan university
Scholars:
2.3W
Papers: 1.3W
Citations: 20