刘晓鹏｜山东科技大学｜学者主页

期刊论文

2026

A Quadmix Hybrid Data Augmentation Framework for Few-Shot Infrared and Visible Image Fusion in Industrial Scenarios

Chengyue Yu, Xiaopeng Liu, Junyao Li, Yu-Kai Shi

2026 IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI)

DOI

2026

DA-GAN: Dual-Attention GAN for Underwater Image Enhancement With Contrast and Color Correction

Xiaopeng Liu, Hong-Hao Xu, Ya-Kun Ju, Sheng-Ke Wang, Cong Liu, Long Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

DAF-DETR: Dual-Attention and Dual-Fusion DETR for Underwater Object Detection

Xiaopeng Liu, Keke Zhao, Cong Liu, Long Chen

International journal of pattern recognition and artificial intelligence

DOI

2026

AngularFuse: A Closer Look at Angle-Based Perception for Spatial-Sensitive Visible- and Infrared-Image Fusion

Xiaopeng Liu, Boyu Chen, Yupei Lin, Sen Zhang, Xiao Wang, Yu-Kai Shi

IEEE Sensors Journal

DOI

2025

Developing a deep learning-based imaging diagnostic framework, PVDNet, for differentiating pulmonary artery sarcoma and pulmonary thromboembolism: a multi-center observational study

Linfeng Xi, Anqi Liu, Han Kang, Yifei Ni, Jianping Wang, Hongyi Wang, Xiaoyan Li, Xiaojuan Guo, Minjie Lu, Hui Liu, Yinzhu Chen, Heng Ma, Yinsu Zhu, Yu Deng, Liqing Peng, Fajiu Li, Ziyang Zhu, Lihua Wang, Xin Chen, Hong Yu, Hongjie Hu, Cong Shen, Xiaoyan Lei, Zixian Chen, Xincao Tao, Qiang Huang, Xiaopeng Liu, Yanan Zhen, Rongguo Zhang, Wanmu Xie, Zhenguo Zhai, Min Liu

Lancet Regional Health-Western Pacific，Vol. 60

DOI

2025

基于ALBERT-XL的工业私有数据知识图谱构建方法

胡迪，吴星辰，刘晓鹏，伍志韬

《智能城市》

DOI

2025

Bi2F-YOLO: a novel framework for underwater object detection based on YOLOv7

Xiaopeng Liu, Keke Zhao, Cong Liu, Long Chen

Intelligent Marine Technology and Systems

DOI

2025

EPLQ-UIE: Enhancing Pseudo Label Quality for Semi-Supervised Underwater Image Enhancement

Xiaopeng Liu, Pengwei Ma

IEEE International Joint Conference on Neural Network

DOI

2025

Feature Fusion Network with Local Information Exchange for Underwater Object Detection

Xiaopeng Liu, Pengwei Ma, Long Chen

Electronics

DOI

2025

MSADM-DETR: Enhancing DETR with Multi-scale Semantic-Detail Alignment and Density-Aware Mechanisms for UAV Object Detection

Xiaopeng Liu, Guang-Yue Gao, Cong Liu, Long Chen

ICXR

DOI

2025

DroneSR: Rethinking Few-Shot Thermal Image Super-Resolution From Drone-Based Perspective

Zhipeng Weng, Xiaopeng Liu, Ce Liu, Xing-Yuan Guo, Yu-Kai Shi, Liang Lin

IEEE Sensors Journal

DOI

2021

Improving On-line Scientific Resource Profiling by Exploiting Resource Citation Information in the Literature

Anqing Zheng, He Zhao, Zhunchen Luo, Chong Feng, Xiaopeng Liu, Yuming Ye

Information Processing & Management，Vol. 58, No. 5

DOI

2021

Underwater Image Enhancement with the Low-Rank Nonnegative Matrix Factorization Method

Xiaopeng Liu, Cong Liu, Xiao-Chen Liu

International journal of pattern recognition and artificial intelligence

DOI

2019

多匹配器自动聚合的知识图谱融合系统构建

赵晋巍，刘晓鹏，罗威

《中华医学图书情报杂志》

2019

Real-Time Human Body Detection Based on YOLOv2 Network

Xiaopeng Liu, Yan Liu, Hong Wang, Jiangyun Li

DOI

2018

Natural image illuminant estimation via deep non-negative matrix factorisation

Xiaopeng Liu, G. Zhong, Jun-Yu Dong

IET Image Processing

DOI

2017

Underwater image colour constancy based on DSNMF

Xiaopeng Liu, G. Zhong, Cong Liu, Jun-Yu Dong

IET Image Processing

DOI

2017

Change Detection in SAR Images Based on Deep Semi-NMF and SVD Networks

Feng Gao, Xiaopeng Liu, Jun-Yu Dong, G. Zhong, Mu-Wei Jian

Remote Sensing

DOI

2017

A novel underwater de-scattering method based on sparse non-negative matrix factorization

Xiaopeng Liu, Hina Saeeda, Jun-Yu Dong

2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2013

A Pedestrian Detection Method Based on Active Basis Model

Sheng-Ke Wang, Lan Xu, Xiaopeng Liu, Jing Li

2009

A method of text event detection and image enhancement based on aerial video

Guangmin Sun, Xiaopeng Liu, De-Qun Zhao

2009 IEEE International Symposium on Industrial Electronics

DOI

预印本

2024

Heterogeneous Graph-based Framework with Disentangled Representations Learning for Multi-target Cross Domain Recommendation

Xiaopeng Liu, Juan Zhang, Chongqi Ren, Shenghui Xu, Zhaoming Pan, Zhimin Zhang

arXiv preprint

刘晓鹏

精选作品

期刊论文

A Quadmix Hybrid Data Augmentation Framework for Few-Shot Infrared and Visible Image Fusion in Industrial Scenarios

DA-GAN: Dual-Attention GAN for Underwater Image Enhancement With Contrast and Color Correction

DAF-DETR: Dual-Attention and Dual-Fusion DETR for Underwater Object Detection

AngularFuse: A Closer Look at Angle-Based Perception for Spatial-Sensitive Visible- and Infrared-Image Fusion

Developing a deep learning-based imaging diagnostic framework, PVDNet, for differentiating pulmonary artery sarcoma and pulmonary thromboembolism: a multi-center observational study

基于ALBERT-XL的工业私有数据知识图谱构建方法

Bi2F-YOLO: a novel framework for underwater object detection based on YOLOv7

EPLQ-UIE: Enhancing Pseudo Label Quality for Semi-Supervised Underwater Image Enhancement

Feature Fusion Network with Local Information Exchange for Underwater Object Detection

MSADM-DETR: Enhancing DETR with Multi-scale Semantic-Detail Alignment and Density-Aware Mechanisms for UAV Object Detection

DroneSR: Rethinking Few-Shot Thermal Image Super-Resolution From Drone-Based Perspective

Improving On-line Scientific Resource Profiling by Exploiting Resource Citation Information in the Literature

Underwater Image Enhancement with the Low-Rank Nonnegative Matrix Factorization Method

多匹配器自动聚合的知识图谱融合系统构建

Real-Time Human Body Detection Based on YOLOv2 Network

Natural image illuminant estimation via deep non-negative matrix factorisation

Underwater image colour constancy based on DSNMF

Change Detection in SAR Images Based on Deep Semi-NMF and SVD Networks

A novel underwater de-scattering method based on sparse non-negative matrix factorization

A Pedestrian Detection Method Based on Active Basis Model

A method of text event detection and image enhancement based on aerial video

预印本

Heterogeneous Graph-based Framework with Disentangled Representations Learning for Multi-target Cross Domain Recommendation

研究方向