马金林｜北方民族大学｜学者主页

2026

MSFLD：多尺度特征融合的小目标肝肿瘤检测模型

马金林，王博元，马自萍，程叶霞，马瑞士

《计算机工程与设计》

2026

过完备辅助编码的肝脏肿瘤分割方法

马金林，符洪

《计算机工程与应用》

2026

基于TT分解的轻量化肝肿瘤分割方法

马金林，杨继鹏

《电子与信息学报》

2026

多维时空特征增强的唇语识别方法

马金林，钟耀威，马瑞士

《电子与信息学报》

2026

Forgery Localization Via Extracting Generic Features And Multiple Prior Fusion

Jiaqiang Zhang, Liqiong Jian, Ziping Ma, Jinlin Ma, Xiao-Sa Huang

Journal of Intelligent Computing and Networking

DOI

2026

Semi-supervised non-negative matrix factorization via adaptive graph controllable fusion

Ziping Ma, Zhouqing Yan, Huirong Li, Jinlin Ma

International Journal of Machine Learning and Cybernetics

DOI

2026

MSFFE-Net: Multi-scale Spatial-Frequency Feature Enhancement for accurate liver tumor segmentation

Jinlin Ma, Kai Zhang, Ziping Ma, Ke Lu

Biomedical Signal Processing and Control

DOI

2026

SCD-MVC: Stable Conditional Diffusion for Multi-view Clustering

Jinlin Ma, Chen-Kai Guo, Ren-Da Han, Ren-Xiang Guan, Si-Wei Wang, Ke Liang, Xiao-Yu Cui, Dayu Hu

Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence

DOI

2026

Unsupervised feature selection via anomaly-aware fuzzy graph fusion and diffusion multi-centroid learning

Zhouqing Yan, Ziping Ma, Jinlin Ma, Huirong Li

Neural Networks

DOI

2026

Frontiers and advances of deep learning-based fruit and vegetable image analysis

Jinlin Ma, Yuetong Wan, Wei-Qing Min, Ziping Ma, Lidao Tan, Shu-Qiang Jiang

Computers and Electronics in Agriculture

DOI

2026

GDYEY: Grape detection and yield estimation framework based on YOLO architecture

Jinlin Ma, Silong Xu, Ziping Ma, Haojie Cao, Baobao Lin

Computers and Electronics in Agriculture

DOI

2026

TD2-LTS: Transformer based group-channel interaction for medical image segmentation

Mingge Xia, Jin-Lin Ma

Biomedical Signal Processing and Control

DOI

2025

基于多尺度特征融合与重构卷积的肝肿瘤图像分割方法

马金林，酒志青，马自萍，夏明格，张凯，程叶霞，马瑞士

《华南理工大学学报(自然科学版)》

2025

多尺度门控时空增强的唇语识别方法

马金林，郭兆伟，马自萍，吕鑫

《计算机辅助设计与图形学学报》

2025

自调节图卷积UNet的三维人体姿态估计方法

马金林，崔琦磊，马自萍，武江涛，曹浩杰

《北京航空航天大学学报》

DOI

2025

加权双向金字塔融合的肝脏肿瘤检测方法

马金林，贺康康，马自萍，欧阳轲

《北京航空航天大学学报》

DOI

2025

Dual branch multi-scale feature fusion method for liver tumor detection

Jinlin Ma, Baobao Lin, Ziping Ma

Array

DOI

2025

SPHENIC: Topology-Aware Multi-View Clustering for Spatial Transcriptomics

Chen-Kai Guo, Yikai Zhu, Ren-Xiang Guan, Jinlin Ma, Siwei Wang, Ke Liang, Guangdun Peng, D. Hu

2025

Subspace Learning for Dual High-Order Graph Learning Based on Boolean Weight

Yilong Wei, Jinlin Ma, Ziping Ma, Yulei Huang

Entropy

DOI

2025

Meta‐Learning‐Based Lightweight Method for Food Calorie Estimation

Jinlin Ma, Yuetong Wan, Ziping Ma

Journal of Food Quality

DOI

2025

Sparse dual-graph regularized quadratic dimensionality reduction algorithm based on subspace learning

Ziping Ma, Yulei Huang, Jinlin Ma, Huirong Li

Digit. Signal Process.

DOI

2025

TULTS-Net: Local-Global Feature-Aware Transformer and inter-layer feature interaction for medical image processing

Mingge Xia, Jinlin Ma, Ziping Ma

Digit. Signal Process.

DOI

2025

Cascaded dimensionality reduction nonnegative matrix factorization for data representation

Yulei Huang, Jinlin Ma, Ziping Ma, Ke Lu

Engineering applications of artificial intelligence

DOI

2025

Robust Unsupervised Feature Selection Algorithm Based on Fuzzy Anchor Graph

Zhouqing Yan, Ziping Ma, Jinlin Ma, Huirong Li

Entropy

DOI

2025

Diagnosing Alzheimer's Disease Using Multimodal Fusion Neural Network and Weight Optimization for 3-axial-plane Patches of MRI and PET

Weiming Lin, Shumin Feng, Hongfeng Wu, Jin-Lin Ma

Progress In Electromagnetics Research C

DOI

2024

微运动激励与时间感知的唇语识别方法

马金林，吕鑫，马自萍，郭兆伟，吕科

《电子学报》

2024

MSDFTR:多阶段双分支融合的西夏文字识别方法

马金林，闫琦，马自萍

《计算机工程与设计》

DOI

2024

西夏文字的多层掩码识别方法

马金林，闫琦，马自萍

《计算机工程与科学》

2024

预加权调制密集图卷积网络三维人体姿态估计

马金林，崔琦磊，马自萍，闫琦，曹浩杰，武江涛

《计算机科学与探索》

2024

西夏文字识别方法综述

马金林，闫琦，马自萍，郝超华，万玥彤

《华中科技大学学报(自然科学版)》

2024

解耦同类自知识蒸馏的轻量化唇语识别方法

马金林，刘宇灏，马自萍，郭兆伟，吕鑫

《北京航空航天大学学报》

2024

Transformer dense center network for liver tumor detection

Jinlin Ma, Ke Ouyang, Ziping Ma, Mingge Xia, Silong Xu, Ke Lu

Biomedical Signal Processing and Control

DOI

2024

Memory-Based Learning and Fusion Attention for Few-Shot Food Image Generation Method

Jinlin Ma, Yuetong Wan, Ziping Ma

Applied Sciences

DOI

2024

Grape clusters detection based on multi-scale feature fusion and augmentation

Jinlin Ma, Silong Xu, Ziping Ma, Hong Fu, Baobao Lin

Scientific Reports

DOI

2023

多尺度自适应融合的肝脏肿瘤检测

马金林，欧阳轲，马自萍，毛凯绩，陈勇

《中国图象图形学报》

2023

HSKDLR：同类自知识蒸馏的轻量化唇语识别方法

马金林，刘宇灏，马自萍，巩元文，朱艳彬

《计算机科学与探索》

2023

SMViT：用于新冠肺炎诊断的轻量化孪生网络模型

马自萍，谭力刀，马金林，陈勇

《计算机科学与探索》

2023

IRCM‐Caps: An X‐ray image detection method for COVID‐19

Shuo Qiu, Jinlin Ma, Ziping Ma

Clinical Respiratory Journal

DOI

2023

TTN-FCN: A Tangut character classification framework by tree tensor network and fully connected neural network

Ziping Ma, Jinlin Ma

IET Image Processing

DOI

2023

MDAU-Net: A Liver and Liver Tumor Segmentation Method Combining an Attention Mechanism and Multi-Scale Features

Jinlin Ma, Mingge Xia, Ziping Ma, Zhiqing Jiu

Applied Sciences

DOI

2023

Multiscale adaptive fusion network based algorithm for liver tumor detection

Jinlin Ma, Ke Ouyang, Ziping Ma, Kai-peng Mao, Yong Chen

Journal of Image and Graphics

DOI

2023

Tangut character image generation based on cycle-consistent adversarial networks

Yunrui Cao, Jinlin Ma, Chaohua Hao, Qi Yan

Journal of Intelligent & Fuzzy Systems

DOI

2022

轻量化神经网络卷积设计研究进展

马金林，张裕，马自萍，毛凯绩

《计算机科学与探索》

2022

End-to-end Tangut character database building and recognition method

Jinlin Ma, Yunrui Cao, Ziping Ma, Lin Wei, Chaohua Hao

IET Image Processing

DOI

2022

A novel 3D shape recognition method based on double-channel attention residual network

Ziping Ma, Jie Zhou, Jinlin Ma, Tingting Li

Multimedia tools and applications

DOI

2021

基于残差网络的蛋白质超二级结构图像分类

马金林，石立，马自萍

《计算机工程与设计》

DOI

2021

唇语识别的视觉特征提取方法综述

马金林，巩元文，马自萍，陈德光，朱艳彬，刘宇灏

《计算机科学与探索》

2021

一种新的文物三维真实感虚拟模型构建方法

马自萍，周洁，马金林，王梓州，李海东

《现代电子技术》

DOI

2021

基于Java与HTML5的宁夏数字博物馆系统的设计与实现

马自萍，周洁，马金林，李海东，苏鹏飞，刁婉

《现代电子技术》

DOI

2021

自然语言处理预训练技术综述

陈德光，马金林，马自萍，周洁

《计算机科学与探索》

2021

基于灰狼优化算法的蛋白质二级结构分类

马金林，石立，马自萍

《基因组学与应用生物学》

DOI

2021

PVRAR: Point-View Relation Neural Network Embedded with Both Attention Mechanism and Radon Transform for 3D Shape Recognition

Jie Zhou, Ziping Ma, Jinlin Ma

Computing and informatics

DOI

2021

A Liver Segmentation Method Based on the Fusion of VNet and WGAN

Jinlin Ma, Yuanyuan Deng, Ziping Ma, Kai-peng Mao, Yong Chen

Computational and Mathematical Methods in Medicine

DOI

2020

肝脏肿瘤CT图像深度学习分割方法综述

马金林，邓媛媛，马自萍

《中国图象图形学报》

2020

基于深度迁移学习的肺结节分割方法

马金林，魏萌，马自萍

《计算机应用》

2020

基于新工科的计算机学科发展策略

马金林

《黑龙江教育(高教研究与评估)》

2020

Review of deep learning segmentation methods for CT images of liver tumors

Jinlin Ma, Yuanyuan Deng, Ziping Ma

Journal of Image and Graphics

DOI

2019

唇语语料库综述

马金林，陈德光，郭贝贝，周洁

《计算机工程与应用》

2019

Elliptic Feature Recognition and Positioning Method for Disc Parts

Jinlin Ma, Kai Zhu, Ziping Ma, Meng Wei, Li Shi

International Conference on Crowd Science and Engineering

DOI

2019

Retinal vessel segmentation based on Generative Adversarial network and Dilated convolution

Jinlin Ma, Meng Wei, Ziping Ma, Li Shi, Kai Zhu

International Conference on Crowd Science and Engineering

DOI

2019

Model Retrieval with 3D Radon Moments

Jinlin Ma, Ziping Ma

2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2019

3D Radon Transform for Shape Retrieval Using Bag-of-Visual-Features

Jinlin Ma, Ziping Ma

˜The œinternational Arab journal of information technology

DOI

2018

On Bessel Structure Moment for Images Retrieval

Ziping Ma, Jinlin Ma

International Conference on Intelligent Computing

DOI

2017

A 3D polar-radius-moment invariant as a shape circularity measure

Ziping Ma, Jinlin Ma, Bin Xiao, K. Lu

Neurocomputing

DOI

2014

W-系统矩和Fourier变换下Volume Descriptors不变特征的三维模型检索

马自萍，康宝生，马金林

《计算机辅助设计与图形学学报》

2014

A Method of Protein Model Classification and Retrieval Using Bag-of-Visual-Features

Jinlin Ma, Ziping Ma, Baosheng Kang, Ke Lu

Comput. Math. Methods Medicine

DOI

2013

Three feature functions based on Radon transform for image retrieval and object recognition

Ziping Ma, Baosheng Kang, Bin Xiao, Jinlin Ma

Journal of Software

DOI

2012

Target tracking based on multiple feature and particle swarm optimization

Jinlin Ma, Baosheng Kang, Ziping Ma

International Congress on Image and Signal Processing

DOI

2011

基于FSIM的彩色图像检索

马自萍，康宝生，马金林

《宁夏大学学报(自然科学版中英文)》

2011

Translation and Scale Invariant of Legendre Moments for Images Retrieval ⋆

Ziping Ma, Baosheng Kang, Jinlin Ma

2011

A generalized gaussian density of image retrieval for color images based on wavelet transform

Jinlin Ma

精选作品

期刊论文

MSFLD：多尺度特征融合的小目标肝肿瘤检测模型

过完备辅助编码的肝脏肿瘤分割方法

基于TT分解的轻量化肝肿瘤分割方法

多维时空特征增强的唇语识别方法

Forgery Localization Via Extracting Generic Features And Multiple Prior Fusion

Semi-supervised non-negative matrix factorization via adaptive graph controllable fusion

MSFFE-Net: Multi-scale Spatial-Frequency Feature Enhancement for accurate liver tumor segmentation

SCD-MVC: Stable Conditional Diffusion for Multi-view Clustering

Unsupervised feature selection via anomaly-aware fuzzy graph fusion and diffusion multi-centroid learning

Frontiers and advances of deep learning-based fruit and vegetable image analysis

GDYEY: Grape detection and yield estimation framework based on YOLO architecture

TD2-LTS: Transformer based group-channel interaction for medical image segmentation

基于多尺度特征融合与重构卷积的肝肿瘤图像分割方法

多尺度门控时空增强的唇语识别方法

自调节图卷积UNet的三维人体姿态估计方法

加权双向金字塔融合的肝脏肿瘤检测方法

Dual branch multi-scale feature fusion method for liver tumor detection

SPHENIC: Topology-Aware Multi-View Clustering for Spatial Transcriptomics

Subspace Learning for Dual High-Order Graph Learning Based on Boolean Weight

Meta‐Learning‐Based Lightweight Method for Food Calorie Estimation

Sparse dual-graph regularized quadratic dimensionality reduction algorithm based on subspace learning

TULTS-Net: Local-Global Feature-Aware Transformer and inter-layer feature interaction for medical image processing

Cascaded dimensionality reduction nonnegative matrix factorization for data representation

Robust Unsupervised Feature Selection Algorithm Based on Fuzzy Anchor Graph

Diagnosing Alzheimer's Disease Using Multimodal Fusion Neural Network and Weight Optimization for 3-axial-plane Patches of MRI and PET

微运动激励与时间感知的唇语识别方法

MSDFTR:多阶段双分支融合的西夏文字识别方法

西夏文字的多层掩码识别方法

预加权调制密集图卷积网络三维人体姿态估计

西夏文字识别方法综述

解耦同类自知识蒸馏的轻量化唇语识别方法

Transformer dense center network for liver tumor detection

Memory-Based Learning and Fusion Attention for Few-Shot Food Image Generation Method

Grape clusters detection based on multi-scale feature fusion and augmentation

多尺度自适应融合的肝脏肿瘤检测

HSKDLR：同类自知识蒸馏的轻量化唇语识别方法

SMViT：用于新冠肺炎诊断的轻量化孪生网络模型

IRCM‐Caps: An X‐ray image detection method for COVID‐19

TTN-FCN: A Tangut character classification framework by tree tensor network and fully connected neural network

MDAU-Net: A Liver and Liver Tumor Segmentation Method Combining an Attention Mechanism and Multi-Scale Features

Multiscale adaptive fusion network based algorithm for liver tumor detection

Tangut character image generation based on cycle-consistent adversarial networks

轻量化神经网络卷积设计研究进展

End-to-end Tangut character database building and recognition method

A novel 3D shape recognition method based on double-channel attention residual network

基于残差网络的蛋白质超二级结构图像分类

唇语识别的视觉特征提取方法综述

一种新的文物三维真实感虚拟模型构建方法

基于Java与HTML5的宁夏数字博物馆系统的设计与实现

自然语言处理预训练技术综述

基于灰狼优化算法的蛋白质二级结构分类

PVRAR: Point-View Relation Neural Network Embedded with Both Attention Mechanism and Radon Transform for 3D Shape Recognition

A Liver Segmentation Method Based on the Fusion of VNet and WGAN

肝脏肿瘤CT图像深度学习分割方法综述

基于深度迁移学习的肺结节分割方法

基于新工科的计算机学科发展策略

Review of deep learning segmentation methods for CT images of liver tumors

唇语语料库综述

Elliptic Feature Recognition and Positioning Method for Disc Parts

Retinal vessel segmentation based on Generative Adversarial network and Dilated convolution

Model Retrieval with 3D Radon Moments

3D Radon Transform for Shape Retrieval Using Bag-of-Visual-Features

On Bessel Structure Moment for Images Retrieval

A 3D polar-radius-moment invariant as a shape circularity measure

W-系统矩和Fourier变换下Volume Descriptors不变特征的三维模型检索

A Method of Protein Model Classification and Retrieval Using Bag-of-Visual-Features

Three feature functions based on Radon transform for image retrieval and object recognition

Target tracking based on multiple feature and particle swarm optimization

基于FSIM的彩色图像检索

Translation and Scale Invariant of Legendre Moments for Images Retrieval ⋆

A generalized gaussian density of image retrieval for color images based on wavelet transform

预印本

WSS-MCLDD: Multi-Crop Leaf Disease Detection by Wavelet-Enhanced and State Space Model

研究方向