刘冬梅｜山东师范大学｜学者主页

2026

基于空频级联网络的低光图像增强

满翔宇，刘冬梅，郭培莲，张化祥，刘丽

《光学学报》

2026

Research on surface defect detection of strip steel based on attention mechanism

Pengfei Wang, Xiaoyun Zheng, Yanan Lv, Dongmei Liu, Zanliao Pang, Shibo Zheng, Xin Zan, Jinghan Zhang

IET Conference Proceedings

DOI

2026

Unsupervised multidimensional sample dynamic optimization for cross-modal hashing

Hao Du, Li Liu, Huaxiang Zhang, Dongmei Liu, Kang Du

Applied Intelligence

DOI

2026

OAG-Pose: Orientation-Aware and Guided Category-level Object Pose Estimation

Hengqiang Huan, Dongmei Liu, Faliang Chang, Chunsheng Liu, Dexin Wang, Wenqian Wang

IEEE Transactions on Multimedia

DOI

2025

融合智能优化算法的卷积神经网络研究及其在图像分类中的应用

刘冬梅

《广州大学》

2025

Deep Learning-Based Intrusion Detection: A CNN-LSTM-Transformer Approach for Enhanced Network Security

Dongmei Liu, Xiaoyun Zheng, Pengfei Wang, Chuan Jin, Yanan Lv, Bingxu Zhou, Xin Zan, Wei-Yong Jiao

Proceedings of the 10th International Conference on Cyber Security and Information Engineering

DOI

2025

A Hybrid Deep Neural Network Approach for Enhanced Network Intrusion Detection

Chuan Jin, Xiaoyun Zheng, Dongmei Liu, Da Li, Xin Zan, Pengwei Jin

Proceedings of the 2nd International Conference on Machine Intelligence and Digital Applications

DOI

2025

Network Intrusion detection model based on a hybrid ResSCConv and Transformer architecture

Pengfei Wang, Xiaoyun Zheng, Dongmei Liu, Shuai Hu, Xin Zan, Yifei Luan

Proceedings of the 2nd International Conference on Machine Intelligence and Digital Applications

DOI

2025

Deep learning-based network traffic prediction: a hybrid inceptionresnet and realformer model

Pengfei Wang, Xiaoyun Zheng, Chuan Jin, Dongmei Liu, Fuyang Wang, Xin Zan

International Conference on Signal Processing and Computer Science

DOI

2025

AVINet: adaptive variational iteration network for low light image enhancement

Tao Chen, Feng-Fei Jin, Jinqi Cui, Xiangyu Man, Dongmei Liu

Journal of King Saud University - Computer and Information Sciences

DOI

2025

Video Frame Enhancement based Text Semantic Fusion for Cross-modal Text-video Retrieval

Kang Du, Huaxiang Zhang, Li Liu, Dongmei Liu, Hao Du

International Conference on Multimedia Retrieval

DOI

2025

Image Style Transfer Enhancement Through Enriched Text

Ming Li, Dongmei Liu

Communications in computer and information science

DOI

2024

A Unified Contrastive Framework with Multi-Granularity Fusion for Text-to-Image Generation

Yachao He, Li Liu, Huaxiang Zhang, Dongmei Liu, Hongzhen Li

ACM International Conference on Multimedia in Asia (MMAsia)

DOI

2024

Hypergraph clustering based multi-label cross-modal retrieval

Shengtang Guo, Huaxiang Zhang, Li Liu, Dongmei Liu, Xu Chen Lu, Liujian Li

Journal of Visual Communication and Image Representation

DOI

2024

Occluded Query Recovery Network based on Feature Fusion for Occluded Person Re-identification

Zhaolu Li, Xunhao Lin, Zerui Zhu, Dongmei Liu

DOI

2024

Transformer-based single view joint prototype features adversarial reconstruction of probabilistic point cloud

Jing Guo, Li Liu, Huaxiang Zhang, Dongmei Liu

International Conference on Electronics Technology (ICET)

DOI

2024

Low Light Image Enhancement Based on Retinex Theory and Diffusion Model

Tao Chen, Dongmei Liu

DOI

2023

基于深度学习的非机动车号牌识别一体化技术研究

刘冬梅，吴思晗

《通化师范学院学报》

2023

基于机器视觉的毛细管黏度计运动液面目标检测

白玉洁，李红亮，孙银合，刘冬梅

《中国计量》

2023

ACF-net: appearance-guided content filter network for video captioning

Min Li, Dongmei Liu, Chunsheng Liu, Faliang Chang, Wenqian Wang, Bin Wang

Multimedia Tools and Applications

DOI

2023

Generative adversarial text-to-image generation with style image constraint

Zekang Wang, Li Liu, Huaxiang Zhang, Dongmei Liu, Yu Song

Multimedia Systems

DOI

2023

MFC-Net: A Multiple Feature Complementation Network for Person Re-identification in Aerial Imagery

Zichen Yin, Dongmei Liu

International Conference on Multimedia and Image Processing (ICMIP)

DOI

2023

Arbitrary Style Transfer with Multiple Self-Attention

Yu Song, Li Liu, Huaxiang Zhang, Dongmei Liu, Hongzhen Li

International Conference on Multimedia and Image Processing (ICMIP)

DOI

2022

基于边框距离度量的增量目标检测方法

刘冬梅，徐洋，吴泽彬，刘倩，宋斌，韦志辉

《计算机科学》

2021

基于增量学习的小目标检测方法与系统

刘冬梅

《南京理工大学》

2021

Level set method with Retinex‐corrected saliency embedded for image segmentation

Dongmei Liu, Faliang Chang, Huaxiang Zhang, Li Liu

IET Image Processing

DOI

2019

基于非下采样轮廓小波变换增强的从粗到精的显著性检测

刘冬梅，常发亮

《光学学报》

2013

基于数据融合的人脸识别方法

刘冬梅，吕明磊，曾智勇

《计算机工程》

2008

一种稳健的特征点配准算法

刘贵喜，刘冬梅，刘凤鹏，周亚平

《光学学报》

刘冬梅

精选作品

期刊论文

基于空频级联网络的低光图像增强

Research on surface defect detection of strip steel based on attention mechanism

Unsupervised multidimensional sample dynamic optimization for cross-modal hashing

OAG-Pose: Orientation-Aware and Guided Category-level Object Pose Estimation

融合智能优化算法的卷积神经网络研究及其在图像分类中的应用

Deep Learning-Based Intrusion Detection: A CNN-LSTM-Transformer Approach for Enhanced Network Security

A Hybrid Deep Neural Network Approach for Enhanced Network Intrusion Detection

Network Intrusion detection model based on a hybrid ResSCConv and Transformer architecture

Deep learning-based network traffic prediction: a hybrid inceptionresnet and realformer model

AVINet: adaptive variational iteration network for low light image enhancement

Video Frame Enhancement based Text Semantic Fusion for Cross-modal Text-video Retrieval

Image Style Transfer Enhancement Through Enriched Text

A Unified Contrastive Framework with Multi-Granularity Fusion for Text-to-Image Generation

Hypergraph clustering based multi-label cross-modal retrieval

Occluded Query Recovery Network based on Feature Fusion for Occluded Person Re-identification

Transformer-based single view joint prototype features adversarial reconstruction of probabilistic point cloud

Low Light Image Enhancement Based on Retinex Theory and Diffusion Model

基于深度学习的非机动车号牌识别一体化技术研究

基于机器视觉的毛细管黏度计运动液面目标检测

ACF-net: appearance-guided content filter network for video captioning

Generative adversarial text-to-image generation with style image constraint

MFC-Net: A Multiple Feature Complementation Network for Person Re-identification in Aerial Imagery

Arbitrary Style Transfer with Multiple Self-Attention

基于边框距离度量的增量目标检测方法

基于增量学习的小目标检测方法与系统

Level set method with Retinex‐corrected saliency embedded for image segmentation

基于非下采样轮廓小波变换增强的从粗到精的显著性检测

基于数据融合的人脸识别方法

一种稳健的特征点配准算法

研究方向