王文卿｜西安理工大学｜学者主页

2026

面向教学实践的移动智能医学影像辅助诊断系统设计

王文卿，高铭泽，刘涵，郭润元，李维勤，史静

《实验室研究与探索》

DOI

2026

Collaborative Dual-Branch Network Based on Information Propagation Graph Convolution for Few-Shot Hyperspectral Image Classification

Wenqing Wang, Pingping Zhang, Han Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

StART: A pre-trained style-aware adaptive routing Transformer for limited-data and general-purpose image style transfer

Jingyun Liu, Han Liu, Shuo Tong, Runyuan Guo, WANG Wenqing

Computer Vision and Image Understanding

DOI

2026

Explicit reuse of deformation fields for joint infrared and visible image registration and fusion

Wenqing Wang, Mingze Gao, Han Liu

Infrared Physics & Technology

DOI

2026

A spectral-spatial alignment and information disentanglement network for hyperspectral and LiDAR data fusion classification

Wenqing Wang, Pingping Zhang, Han Liu

Expert Systems with Applications

DOI

2026

Hyperspectral image classification using feature-weighted fusion with Kolmogorov-Arnold network and graph attention network

Wenqing Wang, Yifei Yang, Mingze Gao, Han Liu

Pattern Recognition Letters

DOI

2026

Joint Multiscale Spatial Pyramid and Frequency-Domain Learning for Hyperspectral and Multispectral Image Fusion

Wenqing Wang, Mingze Gao, Han Liu

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

DOI

2026

MWAE-YOLO: Frequency–Spatial Collaborative Enhancement for Small-Object Detection in Remote Sensing Images

Wenqing Wang, Dingzhou Zhu, Han Liu

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

DOI

2026

GA-LLMSS: Text-Spatiotemporal Graph Guided and Cross-modal Alignment Enhanced Large Language Model Empowered Soft Sensor

Shuo Tong, Han Liu, Runyuan Guo, Lin Zhang, Wenqing Wang, Ding Liu, Youmin M. Zhang

IEEE Internet of Things Journal

DOI

2026

Correction to: A Two-Stage Multimodal Remote Sensing Image Registration Network with Deformation-Refined Affine Transformation

WANG Wenqing, Kunpeng Mu, Wenhao Sun, Han Liu

Lecture notes in computer science

DOI

2026

Progressive Pansharpening Network via Wavelet-Guided Frequency Modeling and Sparse Attention

Wenqing Wang, Wenchao Han, Qi Lei, Han Liu

Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR)

DOI

2025

基于混合双分支卷积神经网络和图卷积神经网络的全色锐化方法

王文卿，张小乔，何霁，刘涵，刘丁

《智能系统学报》

2025

A Dual-Branch Network of Strip Convolution and Swin Transformer for Multimodal Remote Sensing Image Registration

Kunpeng Mu, Wenqing Wang, Han Liu, Lili Liang, Shuang Zhang

Remote Sensing

DOI

2025

Replacing complex transformer with simple attention to achieve hyperspectral and multispectral image fusion

Kunpeng Mu, Wenqing Wang, Mingze Gao, Han Liu

Engineering Applications of Artificial Intelligence

DOI

2024

基于相干矩阵特征空间的改进PolSAR数据多元散射能量分解方法（英文）

张爽，王璐，王文卿

《红外与毫米波学报》

2024

HDCTfusion: Hybrid Dual-Branch Network Based on CNN and Transformer for Infrared and Visible Image Fusion

Wenqing Wang, Lingzhou Li, Yifei Yang, Han Liu, Runyuan Guo

Sensors

DOI

2024

MDSCNN: Remote Sensing Image Spatial–Spectral Fusion Method via Multi-Scale Dual-Stream Convolutional Neural Network

Wenqing Wang, Fei Jia, Yifei Yang, Kunpeng Mu, Han Liu

Remote Sensing

DOI

2024

MDC-RHT: Multi-Modal Medical Image Fusion via Multi-Dimensional Dynamic Convolution and Residual Hybrid Transformer

Wenqing Wang, Ji He, Han Liu, Wei Yuan

Sensors

DOI

2024

EMOST: A dual-branch hybrid network for medical image fusion via efficient model module and sparse transformer

Wenqing Wang, Ji He, Han Liu

Computers in Biology and Medicine

DOI

2024

Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation

Runyuan Guo, Qingyuan Chen, Han Liu, Wenqing Wang

Sensors

DOI

2024

Learning the Hybrid Nonlocal Self-Similarity Prior for Image Restoration

Wei Yuan, Han Liu, Lili Liang, Wenqing Wang

Mathematics

DOI

2024

MAAFusion: A Multimodal Medical Image Fusion Network Via Arbitrary KernelConvolution And Attention Mechanism

Wenqing Wang, Ji He, Lingzhou Li

Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR)

DOI

2024

Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation

Shuo Tong, Han Liu, Yuxin He, Chenxiao Du, Wenqing Wang, Runyuan Guo, Jingyun Liu

IEEE Computer Graphics and Applications

DOI

2023

A hybrid structural sparse model for image restoration

Wei Yuan, Han Liu, Lili Liang, Wenqing Wang, Ding Liu

Optics & Laser Technology

DOI

2023

Image restoration via joint low-rank and external nonlocal self-similarity prior

Wei Yuan, Han Liu, Lili Liang, Wenqing Wang, Ding Liu

Signal Processing

DOI

2023

Joint low-rank and sparse decomposition for infrared and visible image sequence fusion

Wenqing Wang, Jiqian Zhang, Han Liu, Wei Xiong, Chunli Zhang

Infrared Physics & Technology

DOI

2022

DiTBN: Detail Injection-Based Two-Branch Network for Pansharpening of Remote Sensing Images

Wenqing Wang, Zhiqiang Zhou, Xiaoqiao Zhang, Tu Lv, Han Liu, Lili Liang

Remote Sensing

DOI

2022

Two-stage content based image retrieval using sparse representation and feature fusion

Wenqing Wang, Pengfei Jiao, Han Liu, Xiao Ma, Zhuo Shang

Multimedia Tools and Applications

DOI

2021

MSDRN: Pansharpening of Multispectral Images via Multi-Scale Deep Residual Network

Wenqing Wang, Zhiqiang Zhou, Han Liu, Guo Xie

Remote Sensing

DOI

2021

Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation

Wenqing Wang, Xiao Ma, Han Liu, Yuxing Li, Wei Liu

Signal Processing Image Communication

DOI

2021

Comparative study of feature extraction and classification based on dispersion Lempel‐Ziv complexity

Shangbin Jiao, Bo Geng, Yuxing Li, Qing Zhang, Qing Wang, Yujun Li, Wenqing Wang

International Journal of Numerical Modelling Electronic Networks Devices and Fields

DOI

2021

Pansharpening of WorldView-2 Data via Graph Regularized Sparse Coding and Adaptive Coupled Dictionary

Wenqing Wang, Han Liu, Guo Xie

Sensors

DOI

2021

A Hybrid-driven Soft Sensor with Complex Process Data Based on DAE and Mechanism-introduced GRU

Runyuan Guo, Han Liu, Wenqing Wang, Guo Xie, Youmin M. Zhang

IEEE Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2021

An Efficient Detail Extraction Algorithm for Improving Haze-Corrected CS Pansharpening

Wenqing Wang, Han Liu

IEEE Geoscience and Remote Sensing Letters

DOI

2020

Multi-focus Image Fusion Based on Multiple CNNs in NSCT Domain

Wenqing Wang, Xiaoyu Wang, Xiao Ma, Han Liu

DOI

2019

基于低秩稀疏表示的红外与可见光图像序列融合方法

王文卿，高钰迪，刘涵，谢国，焦鹏飞

《西安理工大学学报》

DOI

2019

Content Based Image Retrieval via Sparse Representation and Feature Fusion

Han Liu, Wenqing Wang, Pengfei Jiao

IEEE Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2018

A regularised model-based pan-sharpening method for remote sensing images with local dissimilarities

Wenqing Wang, Han Liu, Lili Liang, Qing Liu, Guo Xie

International Journal of Remote Sensing

DOI

2018

Pan-sharpening of remote sensing images via graph regularized sparse coding

Wenqing Wang, Han Liu, Lili Liang, Qing Liu

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

精选作品

期刊论文

面向教学实践的移动智能医学影像辅助诊断系统设计

Collaborative Dual-Branch Network Based on Information Propagation Graph Convolution for Few-Shot Hyperspectral Image Classification

StART: A pre-trained style-aware adaptive routing Transformer for limited-data and general-purpose image style transfer

Explicit reuse of deformation fields for joint infrared and visible image registration and fusion

A spectral-spatial alignment and information disentanglement network for hyperspectral and LiDAR data fusion classification

Hyperspectral image classification using feature-weighted fusion with Kolmogorov-Arnold network and graph attention network

Joint Multiscale Spatial Pyramid and Frequency-Domain Learning for Hyperspectral and Multispectral Image Fusion

MWAE-YOLO: Frequency–Spatial Collaborative Enhancement for Small-Object Detection in Remote Sensing Images

GA-LLMSS: Text-Spatiotemporal Graph Guided and Cross-modal Alignment Enhanced Large Language Model Empowered Soft Sensor

Correction to: A Two-Stage Multimodal Remote Sensing Image Registration Network with Deformation-Refined Affine Transformation

Progressive Pansharpening Network via Wavelet-Guided Frequency Modeling and Sparse Attention

基于混合双分支卷积神经网络和图卷积神经网络的全色锐化方法

A Dual-Branch Network of Strip Convolution and Swin Transformer for Multimodal Remote Sensing Image Registration

Replacing complex transformer with simple attention to achieve hyperspectral and multispectral image fusion

基于相干矩阵特征空间的改进PolSAR数据多元散射能量分解方法（英文）

HDCTfusion: Hybrid Dual-Branch Network Based on CNN and Transformer for Infrared and Visible Image Fusion

MDSCNN: Remote Sensing Image Spatial–Spectral Fusion Method via Multi-Scale Dual-Stream Convolutional Neural Network

MDC-RHT: Multi-Modal Medical Image Fusion via Multi-Dimensional Dynamic Convolution and Residual Hybrid Transformer

EMOST: A dual-branch hybrid network for medical image fusion via efficient model module and sparse transformer

Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation

Learning the Hybrid Nonlocal Self-Similarity Prior for Image Restoration

MAAFusion: A Multimodal Medical Image Fusion Network Via Arbitrary KernelConvolution And Attention Mechanism

Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation

A hybrid structural sparse model for image restoration

Image restoration via joint low-rank and external nonlocal self-similarity prior

Joint low-rank and sparse decomposition for infrared and visible image sequence fusion

DiTBN: Detail Injection-Based Two-Branch Network for Pansharpening of Remote Sensing Images

Two-stage content based image retrieval using sparse representation and feature fusion

MSDRN: Pansharpening of Multispectral Images via Multi-Scale Deep Residual Network

Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation

Comparative study of feature extraction and classification based on dispersion Lempel‐Ziv complexity

Pansharpening of WorldView-2 Data via Graph Regularized Sparse Coding and Adaptive Coupled Dictionary

A Hybrid-driven Soft Sensor with Complex Process Data Based on DAE and Mechanism-introduced GRU

An Efficient Detail Extraction Algorithm for Improving Haze-Corrected CS Pansharpening

Multi-focus Image Fusion Based on Multiple CNNs in NSCT Domain

基于低秩稀疏表示的红外与可见光图像序列融合方法

Content Based Image Retrieval via Sparse Representation and Feature Fusion

A regularised model-based pan-sharpening method for remote sensing images with local dissimilarities

Pan-sharpening of remote sensing images via graph regularized sparse coding

研究方向