A lightweight adaptive image deblurring framework using dynamic convolutional neural networks
X
Xianqiu Zheng
Y
Yujian Li
(MOE Key Laboratory of Laser Life Science & Institute of Laser Life Science, Guangdong Provincial Key Laboratory of Laser Life Science, Guangzhou Key Laboratory of Spectral Analysis and Functional Probes, College of Bio-photonics, School of Optoelectronic Science and Engineering)
Y
Yujie Zhu
(Center for Supramolecular Chemistry & Catalysis and Department of Chemistry, College of Science)
H
Huaiyu Zhao
P
Peilin Huo
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
September 26, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (5)
X
Xianqiu Zheng
Y
Yujian Li
MOE Key Laboratory of Laser Life Science & Institute of Laser Life Science, Guangdong Provincial Key Laboratory of Laser Life Science, Guangzhou Key Laboratory of Spectral Analysis and Functional Probes, College of Bio-photonics, School of Optoelectronic Science and Engineering
Y
Yujie Zhu
Center for Supramolecular Chemistry & Catalysis and Department of Chemistry, College of Science
H
Huaiyu Zhao
P
Peilin Huo
Related Articles from this Journal
AI models of unstable flow exhibit hallucination
Ramdhan Wibawa, Birendra Jha
Aug 2026
10.1038/s41598-026-64023-8
The MCAA-YOLO + XPBI integrated model provides a hybrid intelligent measurement method for predicting the body weight of Hu sheep
Hang Zhang, Yuang Cheng et al.
Aug 2026
10.1038/s41598-026-64075-w
Application of iron nano-biofertilizers as a sustainable approach to enhance growth and micronutrient uptake in soybean
Ava Mohrazi, Reza Ghasemi-Fasaei
Aug 2026
10.1038/s41598-026-66011-4
Adolescents’ status-dependent public and private conformity to prosocial and antisocial decisions in a public goods game
Niloofar Saeedi, Khatereh Borhani et al.
Aug 2026
10.1038/s41598-026-64831-y
An explainable hierarchical capsule network framework for supporting expert sensory evaluation of herbal medicines with natural language generation
Hyein Lee, Dae-Hyun Jung
Aug 2026
10.1038/s41598-026-64156-w