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Learning multi-scale spatial-frequency features for image denoising

delete2025-08-21
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PRE
AI
X
Xu Zhao
Z
Zhao Chen
X
Xiantao Hu
H
Hongliang Zhang
Y
Ying Tai
Jian Yang cover
Jian Yang (Jian Yang)
DOI:10.1016/j.patcog.2025.112300delete
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Abstract

Abstract

En 中文
• Our work explore multi-scale and frequency-domain representations in noisy images. • A novel multi-scale adaptive dual-domain network is presented for image denoising. • We introduce the adaptive spatial-frequency learning unit.

Journal

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

Organization

N
Nanjing University of Science and Technology
Scholars:
5.6K
Papers: 2.2K
Citations: 25
N
nanjing university
Scholars:
7.8W
Papers: 5.6W
Citations: 87
Cited Papers

Cited Papers

Toward Modalities Correlation for RGB-T Tracking
err2024-10-01
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PREAI
errXiantao Hu; Bineng Zhong; Qihua Liang; Shengping Zhang; Ning Li; Xianxian Li
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Multi-stage image denoising with the wavelet transform
err2023-02-01
err147
errOAAI
errTian, Chunwei; Zheng, Menghua; Zuo, Wangmeng; Zhang, Bob; Zhang, Yanning; Zhang, David
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CFPNet: A Denoising Network for Complex Frequency Band Signal Processing
err2023-01-01
err4
PREAI
errZhang, Ke; Long, Miao; Chen, Jie; Liu, Mingzhu; Li, Jingjing
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Transformer Tracking via Frequency Fusion
err2024-02-01
err0
PREAI
errXiantao Hu; Bineng Zhong; Qihua Liang; Shengping Zhang; Ning Li; Xianxian Li; Rongrong Ji
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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
err2017-07-01
err5.6K
errOAAI
errZhang, Kai; Zuo, Wangmeng; Chen, Yunjin; Meng, Deyu; Zhang, Lei
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Variational Deep Image Restoration
err2022-01-01
err27
errOAAI
errSoh, Jae Woong; Cho, Nam Ik
errShare
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