孟宪静｜山东财经大学｜学者主页

2026

MD-FVR：基于多域特征融合的级联手指静脉识别网络

张驰，孟宪静，窦长昊，王倩，耿蕾蕾，袭肖明

《计算机应用》

2026

Scganet: finger vein recognition based on SCGA modules with a two-way cascade structure

Zhi-Xiang Peng, Xianjing Meng, Chi Zhang, Qian Wang, Leilei Geng, Xiaoming Xi

Multimedia Systems

DOI

2026

Research on Multi-modal Retrieval-Augmented Generation Based on VLM-R1

Qifan Zhao, Hengwu Li, Xianjing Meng, Wenhao Si

Lecture notes in computer science

DOI

2025

Enhanced finger vein recognition via Bi-branch multi-level feature aggregation network

Peifeng Li, Xianjing Meng, He Li, Chi Zhang, Changhao Dou

The Visual Computer

DOI

2024

Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images

Ruifeng Wang, Guang Zhang, Xiaoming Xi, Longsheng Xu, Xiushan Nie, Jianhua Nie, Xianjing Meng, Yanwei Zhang, Xin-Jian Chen, Yilong Yin

Pattern Recognition

DOI

2023

Biomarkers-Aware Asymmetric Bibranch GAN With Adaptive Memory Batch Normalization for Prediction of Anti-VEGF Treatment Response in Neovascular Age-Related Macular Degeneration

Peng Zhao, Xiangying Song, Xiaoming Xi, Xiushan Nie, Xianjing Meng, Y. Qu, Yilong Yin

IEEE journal of biomedical and health informatics

DOI

2022

SP-FVR: SuperPoint-Based Finger Vein Recognition

Xianjing Meng, Shuai Yuan

Chinese Conference on Biometric Recognition

DOI

2022

Difficulty-aware bi-network with spatial attention constrained graph for axillary lymph node segmentation

Qing Xu, Xiaoming Xi, Xianjing Meng, Zheyun Qin, Xiushan Nie, Yongjian Wu, Dongsheng Zhou, Yi Qu, Chenglong Li, Yilong Yin

Science China Information Sciences

DOI

2021

Visual saliency detection by integrating spatial position prior of object with background cues

Muwei Jian, Jing Wang, Hui Yu, Guodong Wang, Xianjing Meng, Lu Yang, Junyu Dong, Yilong Yin

Expert Systems With Applications，Vol. 168

DOI

2021

High Security Finger Vein Recognition Based on Robust Keypoint Correspondence Clustering

Guang Zhang, Xianjing Meng

IEEE Access

DOI

2021

Finger vein recognition based on zone-based minutia matching

Xianjing Meng, Jinwen Zheng, Xiaoming Xi, Qing Zhang, Yilong Yin

Neurocomputing

DOI

2020

阿尔兹海默病的智能诊断方法

尹义龙，袭肖明，孟宪静

《山东大学学报(医学版)》

2020

IA-net: informative attention convolutional neural network for choroidal neovascularization segmentation in OCT images.

Xiaoming Xi, Xianjing Meng, Zheyun Qin, Xiushan Nie, Yilong Yin, Xinjian Chen

Biomedical Optics Express

DOI

2020

Finger Vein Recognition Based on Fusion of Deformation Information

Xianjing Meng, Xiaoming Xi, Zongwei Li, Qing Zhang

IEEE Access

DOI

2019

Label-Distribution Learning-Embedded Active Contour Model for Breast Tumor Segmentation

Yongjian Wu, Xiaoming Xi, Xianjing Meng, Xiushan Nie, Yanwei Ren, Guang Zhang, Cuihuan Tian, Yilong Yin

IEEE Access

DOI

2018

基于灰度不均匀矫正和SIFT的手指静脉识别方法

孟宪静，袭肖明，杨璐，尹义龙

《南京大学学报(自然科学)》

2018

一种层次化的乳腺肿瘤分割方法

袭肖明，杜亨方，孟宪静，张春云，张光，于振，尹义龙

《南京大学学报(自然科学)》

2018

Automated segmentation of choroidal neovascularization in optical coherence tomography images using multi-scale convolutional neural networks with structure prior

Xiaoming Xi, Xianjing Meng, Lu Yang, Xiushan Nie, Gongping Yang, H. Chen, Xin Fan, Yilong Yin, Xinjian Chen

Multimedia Systems

DOI

2018

Fast and effective optic disk localization based on convolutional neural network

Xianjing Meng, Xiaoming Xi, Lu Yang, Guang Zhang, Yilong Yin, Xinjian Chen

Neurocomputing

DOI

2018

Learned local similarity prior embedding active contour model for choroidal neovascularization segmentation in optical coherence tomography images

Xiaoming Xi, Xianjing Meng, Lu Yang, Xiushan Nie, Zhilou Yu, Chunyun Zhang, H. Chen, Yilong Yin, Xinjian Chen

Science China Information Sciences

DOI

2017

基于最佳局部差值编码位的手指静脉识别

袭肖明，尹义龙，张梦羽，杨璐，孟宪静，杜亨方

《模式识别与人工智能》

2017

Finger vein recognition based on deformation information

Xianjing Meng, Xiaoming Xi, Gongping Yang, Yilong Yin

Science China Information Sciences

DOI

2017

Breast masses in mammography classification with local contour features

Haixia Li, Xianjing Meng, Ting-Wen Wang, Yu-Chun Tang, Yilong Yin

BioMedical Engineering OnLine

DOI

2017

Tri-Branch Vein Structure Assisted Finger Vein Recognition

Lu Yang, Gongping Yang, Xiaoming Xi, Xianjing Meng, Chunyun Zhang, Yilong Yin

IEEE Access

DOI

2017

DFVR: Deformable finger vein recognition

Qing Chen, Lu Yang, Gongping Yang, Yilong Yin, Xianjing Meng

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2016

血管类图像分割与识别方法研究

孟宪静

《山东大学》

2016

基于AdaBoost的视神经盘检测

臧佩佩，魏本征，张擎，孟宪静

《济南大学学报(自然科学版)》

2015

A framework for retinal vasculature segmentation based on matched filters

Xianjing Meng, Yilong Yin, Gongping Yang, Zhe Han, Xiaowei Yan

BioMedical Engineering OnLine

DOI

2014

Optic disc detection based on classification for retinal image

Peipei Zang, Benzheng Wei, Yun-Feng Xu, Yilong Yin, Qing Zhang, Xianjing Meng

International Conference on BioMedical Engineering and Informatics

DOI

2014

Blood Vessel Segmentation in Pathological Retinal Image

Zhe Han, Yilong Yin, Xianjing Meng, Gongping Yang, Xiaowei Yan

2014 IEEE International Conference on Data Mining Workshop

DOI

2013

Finger Vein Recognition with Personalized Feature Selection

Xiaoming Xi, Gongping Yang, Yilong Yin, Xianjing Meng

Italian National Conference on Sensors

DOI

2013

Personalized Fusion Method Based on Finger Vein and Finger Contour

Xiaoming Xi, Yilong Yin, Gongping Yang, Xianjing Meng

2013

Retinal Identification Based on an Improved Circular Gabor Filter and Scale Invariant Feature Transform

Xianjing Meng, Yilong Yin, Gongping Yang, Xiaoming Xi

Italian National Conference on Sensors

DOI

2012

Finger Vein Recognition Based on Local Directional Code

Xianjing Meng, Gongping Yang, Yilong Yin, Rongyang Xiao

Italian National Conference on Sensors

DOI

孟宪静

精选作品

期刊论文

MD-FVR：基于多域特征融合的级联手指静脉识别网络

Scganet: finger vein recognition based on SCGA modules with a two-way cascade structure

Research on Multi-modal Retrieval-Augmented Generation Based on VLM-R1

Enhanced finger vein recognition via Bi-branch multi-level feature aggregation network

Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images

Biomarkers-Aware Asymmetric Bibranch GAN With Adaptive Memory Batch Normalization for Prediction of Anti-VEGF Treatment Response in Neovascular Age-Related Macular Degeneration

SP-FVR: SuperPoint-Based Finger Vein Recognition

Difficulty-aware bi-network with spatial attention constrained graph for axillary lymph node segmentation

Visual saliency detection by integrating spatial position prior of object with background cues

High Security Finger Vein Recognition Based on Robust Keypoint Correspondence Clustering

Finger vein recognition based on zone-based minutia matching

阿尔兹海默病的智能诊断方法

IA-net: informative attention convolutional neural network for choroidal neovascularization segmentation in OCT images.

Finger Vein Recognition Based on Fusion of Deformation Information

Label-Distribution Learning-Embedded Active Contour Model for Breast Tumor Segmentation

基于灰度不均匀矫正和SIFT的手指静脉识别方法

一种层次化的乳腺肿瘤分割方法

Automated segmentation of choroidal neovascularization in optical coherence tomography images using multi-scale convolutional neural networks with structure prior

Fast and effective optic disk localization based on convolutional neural network

Learned local similarity prior embedding active contour model for choroidal neovascularization segmentation in optical coherence tomography images

基于最佳局部差值编码位的手指静脉识别

Finger vein recognition based on deformation information

Breast masses in mammography classification with local contour features

Tri-Branch Vein Structure Assisted Finger Vein Recognition

DFVR: Deformable finger vein recognition

血管类图像分割与识别方法研究

基于AdaBoost的视神经盘检测

A framework for retinal vasculature segmentation based on matched filters

Optic disc detection based on classification for retinal image

Blood Vessel Segmentation in Pathological Retinal Image

Finger Vein Recognition with Personalized Feature Selection

Personalized Fusion Method Based on Finger Vein and Finger Contour

Retinal Identification Based on an Improved Circular Gabor Filter and Scale Invariant Feature Transform

Finger Vein Recognition Based on Local Directional Code

研究方向