时愈｜武汉工程大学｜学者主页

2026

RAMPSNet: A Rotation-Aware Multigranularity Polarimetric Spatial Network for PolSAR Image Classification

Lei Wang, Liangliang Han, Rong Gui, Yu Shi, Ying Zhu, Lei Ma

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

DMSDA-YOLO: Dynamic Multiscale Dilated Attention for Remote Sensing Object Detection

Zhenghua Huang, Zijian Xu, Xi Li, Yaozong Zhang, Yu Shi, Qian Li, Hao Fang

IEEE Geoscience and Remote Sensing Letters

DOI

2025

A Lightweight and Real-Time Asymmetric Multi-output Thermal Radiation Effects Correction in Infrared Images

Bo Fu, Dongming Xie, Yuanxin Li, Yifan Guo, Xinyuan Deng, Yaozong Zhang, Yu Shi

Lecture notes in computer science

DOI

2025

Optimal Transport Quantization Based on Cross-X Semantic Hypergraph Learning for Fine-Grained Image Retrieval

Lei Ma, Xin Luo, Yu Shi, Fanman Meng, Qingbo Wu, Hanyu Hong

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

RCST: Residual Context-Sharing Transformer Cascade to Approximate Taylor Expansion for Remote Sensing Image Denoising

Zhenghua Huang, Yang Yang, Hao Yu, Qian Li, Yu Shi, Yaozong Zhang, Hao Fang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

SFMHANet: Surface Fitting Constrained Multidimensional Hybrid Attention Network for Aero-Optics Thermal Radiation Effect Correction

Yu Shi, ShanLin Niu, Lei Wang, Liang Ye, YaoZong Zhang, Hanyu Hong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Corrections to “Semi-Supervised Learning for Infrared Thermal Radiation Correction in the Real World”

Yu Shi, Xinyuan Deng, Lei Wang, Yaozong Zhang, Zhenghua Huang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

MSDC-CCA: DWT-based infrared image destripper with multi-scale dilated convolution and coordinate-channel attention

Yaozong Zhang, Bowen Qi, Hao Yu, Yu Shi, Zhenghua Huang

Infrared Physics & Technology

DOI

2025

RUST: Residual U-shaped transformer to approximate Taylor expansion for image denoising

Zhenghua Huang, Yang Yang, Jin Liu, Chuan Liu, Yu Shi, Yaozong Zhang, Qian Li

Knowledge-Based Systems

DOI

2025

RUAN: Residual U-shaped attention network to approximate Taylor expansion for image denoising

Zhenghua Huang, Yang Yang, Jin Liu, Qian Li, Yu Shi, Yaozong Zhang

Digital Signal Processing

DOI

2024

融合非局部特征表示的模糊图像复原

华夏，舒婷，李明欣，时愈，洪汉玉

《中国图象图形学报》

2024

A Spatial-Frequency Based Multiscale Destriping Network for Remote Sensing Images

Feiyan Wu, Bo Fu, Yu Shi

International Conference on Artificial Intelligence and Computer Information Technology (AICIT)

DOI

2024

WDTSNet: Wavelet Decomposition Two-Stage Network for Infrared Thermal Radiation Effect Correction

Yu Shi, Yixin Zhou, Lei Ma, Lei Wang, Hanyu Hong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A 3-D Convolutional Vision Transformer for PolSAR Image Classification and Change Detection

Lei Wang, Rong Gui, Hanyu Hong, Jun Hu, Lei Ma, Yu Shi

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Semi-Supervised Learning for Infrared Thermal Radiation Correction in the Real World

Yu Shi, Xinyuan Deng, Lei Wang, Yaozong Zhang, Zhenghua Huang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

DDABNet: a dense Do-conv residual network with multisupervision and mixed attention for image deblurring

Yu Shi, Zhigao Huang, Jisong Chen, Lei Ma, Lei Wang, Xia Hua, Hanyu Hong

Applied Intelligence

DOI

2023

Dynamic scene deblurring with continuous cross-layer attention transmission

Xia Hua, Mingxin Li, Junxiong Fei, Jianguo Liu, Yu Shi, Hanyu Hong

Pattern Recognition

DOI

2023

HINRDNet: A half instance normalization residual dense network for passive millimetre wave image restoration

Yu Shi, Zhigao Huang, Zhigao Huang, Zhenghua Huang, Zhenghua Huang, Xia Hua, Hanyu Hong, Lirong Li

Infrared Physics & Technology

DOI

2023

Progressive Nonuniformity Correction for Aero-Optical Thermal Radiation Images via Bilateral Filtering and Bézier Surface Fitting

Hanyu Hong, Jiakang Liu, Yu Shi, Lun Xiong, Nong Sang, Tianxu Zhang

IEEE photonics journal

DOI

2023

DGDNet: Deep Gradient Descent Network for Remotely Sensed Image Denoising

Zhenghua Huang, Zifan Zhu, Zhicheng Wang, Yu Shi, Hao Fang, Yaozong Zhang

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Multi-features combinatorial optimization for keyframe extraction

Lei Ma, Weiyu Wang, Yaozong Zhang, Yu Shi, Zhenghua Huang, Hanyu Hong

Electronic Research Archive

DOI

2022

A Nonuniform Correction Algorithm Based on Regularization Constraints of Gaussian Surface Fitting

Ruzhou Li, Yu Shi, Zhigao Huang

International Conference on Artificial Intelligence and Computer Information Technology (AICIT)

DOI

2022

Gradient-guided GAN for dynamic scene deblurring

Zhigao Huang, Yixin Zhou, Yu Shi, Jisong Chen, Ting Lai, Changjiang Shao

International Conference on Artificial Intelligence and Computer Information Technology (AICIT)

DOI

2022

Visual sensitivity filtering based local maximum variation prior for blind image deblurring

Yuerui Zhang, Xia Hua, Guang Liu, Junxiong Fei, Yu Shi

Optik

DOI

2022

Spatially adaptive multi-scale image enhancement based on nonsubsampled contourlet transform

Zhenghua Huang, Xuan Li, Lei Wang, Hao Fang, Lei Ma, Yu Shi, Hanyu Hong

Infrared Physics & Technology

DOI

2022

DLRP: Learning Deep Low-Rank Prior for Remotely Sensed Image Denoising

Zhenghua Huang, Zhicheng Wang, Zifan Zhu, Yaozong Zhang, Hao Fang, Yu Shi, Tianxu Zhang

IEEE Geoscience and Remote Sensing Letters

DOI

2021

非合作水雷目标图像非均匀强噪声去除方法

洪汉玉，吴世康，时愈，吴锦梦，孙春生

《红外与激光工程》

2021

基于显著性先验的自适应空可变图像去模糊方法

时愈，严嘉倩，黄志高，华夏

《华中科技大学学报(自然科学版)》

DOI

2021

Fine-grained Visual Classification by Progressive Training via Jigsaw Puzzle Permutation Learning

Lei Ma, Fan Zhao, Hanyu Hong, Jinmeng Wu, Yu Shi, Xuan Li

International Conference on Communication, Image and Signal Processing (CCISP)

DOI

2021

Underwater Non-uniform Illumination Image Correction Method Based on Dark Channel and Frequency Distribution Prior

Guang Liu, Shikang Wu, Yu Shi, Yuerui Zhang, Junxiong Fei, Xia Hua

China Automation Congress (CAC)

DOI

2021

Learning discrete class-specific prototypes for deep semantic hashing

Lei Ma, Xuan Li, Yu Shi, Likun Huang, Zhenghua Huang, Jinmeng Wu

Neurocomputing

DOI

2021

Multi-scale Image Partitioning and Saliency Detection for Single Image Blind Deblurring

Jiaqian Yan, Yu Shi, Xia Hua, Zhigao Huang, Ruzhou Li

Lecture notes in computer science

DOI

2020

基于核偏差估计航天目标退化图像快速反卷积

华夏，徐卓帆，时愈，洪汉玉

《华中科技大学学报(自然科学版)》

DOI

2020

加权L1范数测度的模糊核区域估计及空可变复原

洪汉玉，赵俊，时愈，吴世康

《红外与激光工程》

2020

Blind deblurring and denoising via a learning deep CNN denoiser prior and an adaptive L 0 ‐regularised gradient prior for passive millimetre‐wave images

Dianjun Sun, Yu Shi, Yayuan Feng

IET Image Processing

DOI

2020

Image enhancement with the preservation of brightness and structures by employing contrast limited dynamic quadri-histogram equalization

Zhenghua Huang, Zhicheng Wang, Jing Zhang, Qian Li, Yu Shi

Optik

DOI

2020

Blind natural image deblurring with edge preservation based on L0-regularized gradient prior

Yaozong Zhang, Yu Shi, Lei Ma, Jinmeng Wu, Lei Wang, Hanyu Hong

Optik

DOI

2020

Blind Poissonian Image Deblurring Regularized by a Denoiser Constraint and Deep Image Prior

Yayuan Feng, Yu Shi, Dianjun Sun

Mathematical Problems in Engineering

DOI

2020

Blind deblurring with image layer separation using relative smoothness

Shikang Wu, Hanyu Hong, Yu Shi, Xia Hua

DOI

2020

Correlation Filtering-Based Hashing for Fine-Grained Image Retrieval

Lei Ma, Xuan Li, Yu Shi, Jinmeng Wu, Yaozhong Zhang

IEEE Signal Processing Letters

DOI

2020

Removing Atmospheric Turbulence Effects Via Geometric Distortion and Blur Representation

Xia Hua, Chao Pan, Yu Shi, Jianguo Liu, Hanyu Hong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

Non-uniform Strong Noise Removal Method of Non-cooperative Mine Target Image

Shikang Wu, Yu Shi, Jinmeng Wu

International Conference on Information Science and Control Engineering

DOI

2020

Underwater image dehazing and color correction algorithm based on scene depth estimation

Dianjun Sun, Yu Shi, Xia Hua, Yayuan Feng, Hanyu Hong

DOI

2019

A correction method for aero-optics thermal radiation effects based on gradient distribution and dark channel

Hanyu Hong, Yu Shi, Tianxu Zhang, Zhao Liu

Optoelectronics Letters

DOI

2019

基于BP神经网络的数字调制信号样式识别

袁梦，程莉，党晶晶，时愈

《计算机与数字工程》

2019

Aero-optic thermal radiation effects correction with a low-frequency prior and a sparse constraint in the gradient domain

Yu Shi, Hanyu Hong, Xia Hua, Tianxu Zhang

Journal of the Optical Society of America A

DOI

2019

A novel unified method for the fast computation of discrete image moments on grayscale images

Xia Hua, Hanyu Hong, Jianguo Liu, Yu Shi

Journal of Real-Time Image Processing

DOI

2018

A fast method for single image haze removal based on multiscale dark channel prior

Zhao Liu, Yu Shi, Hanyu Hong, Xia Hua

DOI

2018

A fast color cast detection and correction method for large-field video-image in nature scene

Ke Hong, Yu Shi, Xia Hua

DOI

2018

A blind deconvolution method based on L1/L2 regularization prior in the gradient space

Ying Chun Cai, Yu Shi, Xia Hua

DOI

2018

Nonuniformity Correction Method of Thermal Radiation Effects in Infrared Images

Hanyu Hong, Yu Shi, Tianxu Zhang, Zhao Liu

Lecture notes in computer science

DOI

2017

Iteratively reweighted blind deconvolution for passive millimeter-wave images

Houzhang Fang, Yu Shi, Donghui Pan, Gang Zhou

Signal Processing

DOI

2017

Fast Deconvolution for Motion Blur Along the Blurring Paths

Hanyu Hong, Yu Shi

Canadian Journal of Electrical and Computer Engineering

DOI

2016

基于边缘增强总变分正则化盲泊松图像反卷积

时愈，洪汉玉，华夏

《华中科技大学学报(自然科学版)》

2016

动目标多视角观测图像的三维去模糊方法（英文）

洪汉玉，范艳，邓哲煜，时愈

《红外与激光工程》

2016

立体视觉双目图像MAP的优化复原方法

洪汉玉，范艳，时愈，华夏，张天序

《武汉科技大学学报》

2016

基于多观测点图像SURF特征配准及去模糊的三维重建

时愈，罗枭，邓哲煜，曹太腾，范艳

《光学与光电技术》

2016

Poissonian image deblurring method by non-local total variation and framelet regularization constraint

Yu Shi, Jie Guang Song, Xia Hua

Computers & Electrical Engineering

DOI

2016

Multi-frame real image restoration based on double loops with alternative maximum likelihood estimation

Hanyu Hong, Xia Hua, Xiuhua Zhang, Yu Shi

Signal Image and Video Processing

DOI

2015

双目视图运动图像去模糊方法

洪汉玉，张文莫，章秀华，时愈

《武汉工程大学学报》

2015

图像并行集群复原校正方法研究

华夏，时愈，洪汉玉，熊俊俏，邹连英，程莉，王利恒，郝毫毫

《软件导刊》

2015

The positioning algorithm based on feature variance of billet character

Jiansong Yi, Hanyu Hong, Yu Shi, Hongyang Chen

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2015

A new double views motion deblurring method

Hanyu Hong, Xia Hua, Wenmo Zhang, Yu Shi

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2015

Fast restoration approach for motion blurred image based on deconvolution under the blurring paths

Yu Shi, Jie Guang Song, Xia Hua

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2015

A novel algorithm for multi-frame real image restoration

Xia Hua, Yu Shi

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2015

3D model generating method based on multi-views deblurring images

Yu Shi, Hanyu Hong, Jie Guang Song, Xia Hua

International Conference on Optoelectronics and Microelectronics

DOI

2015

Blind image deblurring with edge enhancing total variation regularization

Yu Shi, Hanyu Hong, Jie Guang Song, Xia Hua

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2014

动目标多视点基于标定的去模糊方法

章秀华，洪汉玉，华夏，白浩玉，时愈

《武汉工程大学学报》

2009

基于G-LSDA的人脸识别研究

时愈

《华中科技大学》

精选作品

期刊论文

RAMPSNet: A Rotation-Aware Multigranularity Polarimetric Spatial Network for PolSAR Image Classification

DMSDA-YOLO: Dynamic Multiscale Dilated Attention for Remote Sensing Object Detection

A Lightweight and Real-Time Asymmetric Multi-output Thermal Radiation Effects Correction in Infrared Images

Optimal Transport Quantization Based on Cross-X Semantic Hypergraph Learning for Fine-Grained Image Retrieval

RCST: Residual Context-Sharing Transformer Cascade to Approximate Taylor Expansion for Remote Sensing Image Denoising

SFMHANet: Surface Fitting Constrained Multidimensional Hybrid Attention Network for Aero-Optics Thermal Radiation Effect Correction

Corrections to “Semi-Supervised Learning for Infrared Thermal Radiation Correction in the Real World”

MSDC-CCA: DWT-based infrared image destripper with multi-scale dilated convolution and coordinate-channel attention

RUST: Residual U-shaped transformer to approximate Taylor expansion for image denoising

RUAN: Residual U-shaped attention network to approximate Taylor expansion for image denoising

融合非局部特征表示的模糊图像复原

A Spatial-Frequency Based Multiscale Destriping Network for Remote Sensing Images

WDTSNet: Wavelet Decomposition Two-Stage Network for Infrared Thermal Radiation Effect Correction

A 3-D Convolutional Vision Transformer for PolSAR Image Classification and Change Detection

Semi-Supervised Learning for Infrared Thermal Radiation Correction in the Real World

DDABNet: a dense Do-conv residual network with multisupervision and mixed attention for image deblurring

Dynamic scene deblurring with continuous cross-layer attention transmission

HINRDNet: A half instance normalization residual dense network for passive millimetre wave image restoration

Progressive Nonuniformity Correction for Aero-Optical Thermal Radiation Images via Bilateral Filtering and Bézier Surface Fitting

DGDNet: Deep Gradient Descent Network for Remotely Sensed Image Denoising

Multi-features combinatorial optimization for keyframe extraction

A Nonuniform Correction Algorithm Based on Regularization Constraints of Gaussian Surface Fitting

Gradient-guided GAN for dynamic scene deblurring

Visual sensitivity filtering based local maximum variation prior for blind image deblurring

Spatially adaptive multi-scale image enhancement based on nonsubsampled contourlet transform

DLRP: Learning Deep Low-Rank Prior for Remotely Sensed Image Denoising

非合作水雷目标图像非均匀强噪声去除方法

基于显著性先验的自适应空可变图像去模糊方法

Fine-grained Visual Classification by Progressive Training via Jigsaw Puzzle Permutation Learning

Underwater Non-uniform Illumination Image Correction Method Based on Dark Channel and Frequency Distribution Prior

Learning discrete class-specific prototypes for deep semantic hashing

Multi-scale Image Partitioning and Saliency Detection for Single Image Blind Deblurring

基于核偏差估计航天目标退化图像快速反卷积

加权L1范数测度的模糊核区域估计及空可变复原

Blind deblurring and denoising via a learning deep CNN denoiser prior and an adaptive L 0 ‐regularised gradient prior for passive millimetre‐wave images

Image enhancement with the preservation of brightness and structures by employing contrast limited dynamic quadri-histogram equalization

Blind natural image deblurring with edge preservation based on L0-regularized gradient prior

Blind Poissonian Image Deblurring Regularized by a Denoiser Constraint and Deep Image Prior

Blind deblurring with image layer separation using relative smoothness

Correlation Filtering-Based Hashing for Fine-Grained Image Retrieval

Removing Atmospheric Turbulence Effects Via Geometric Distortion and Blur Representation

Non-uniform Strong Noise Removal Method of Non-cooperative Mine Target Image

Underwater image dehazing and color correction algorithm based on scene depth estimation

A correction method for aero-optics thermal radiation effects based on gradient distribution and dark channel

基于BP神经网络的数字调制信号样式识别

Aero-optic thermal radiation effects correction with a low-frequency prior and a sparse constraint in the gradient domain

A novel unified method for the fast computation of discrete image moments on grayscale images

A fast method for single image haze removal based on multiscale dark channel prior

A fast color cast detection and correction method for large-field video-image in nature scene

A blind deconvolution method based on L1/L2 regularization prior in the gradient space

Nonuniformity Correction Method of Thermal Radiation Effects in Infrared Images

Iteratively reweighted blind deconvolution for passive millimeter-wave images

Fast Deconvolution for Motion Blur Along the Blurring Paths

基于边缘增强总变分正则化盲泊松图像反卷积

动目标多视角观测图像的三维去模糊方法（英文）

立体视觉双目图像MAP的优化复原方法

基于多观测点图像SURF特征配准及去模糊的三维重建

Poissonian image deblurring method by non-local total variation and framelet regularization constraint

Multi-frame real image restoration based on double loops with alternative maximum likelihood estimation

双目视图运动图像去模糊方法

图像并行集群复原校正方法研究

The positioning algorithm based on feature variance of billet character

A new double views motion deblurring method

Fast restoration approach for motion blurred image based on deconvolution under the blurring paths

A novel algorithm for multi-frame real image restoration

3D model generating method based on multi-views deblurring images

Blind image deblurring with edge enhancing total variation regularization

动目标多视点基于标定的去模糊方法

基于G-LSDA的人脸识别研究

会议论文

YOLO-Slender:An Improved Multi-Scale Stacked Method for Automotive Wire Identification

预印本

When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution

书籍章节

Guided Filter in Least Squares to Remove Non-uniform Strong Noise of Underwater Target Image

研究方向