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Jinlin Ma

CV Farmer

Research

  • 1. Computer Vision
  • 2. Medical Image Processing
  • 3. Lip Reading
  • 4. Tangut Relic Digitalization

Introduce

Jinlin Ma, PhD (DR.ING.), Associate Professor, Senior Engineer, Master’s Supervisor.

Education

PhD in Computer Science

2011 - 2015
Northwest University

MSc in Computer Science

2006 - 2008
Ningxia University

BSc in Electronic Science and Technology

1995 - 1999
North Minzu University

Scientific Research Projects

Research on Small Sample Learning Method for Liver Tumor Detection

Key scientific research projects of North Minzu University，2021.1 - 2023.12, No：2021KJCX09，Project Director

Research on Model Retrieval Methods for Multichannel Convolutional Neural Networks

Natural Science Foundation of Ningxia, 2022.1 - 2023.12，No：2022AAC03268，Project participant

Research on liver tumor segmentation method based on deep learning

Natural Science Foundation of Ningxia, 2020.6 - 2022.6，No：2020AAC03215，Project Director

Innovation Team of Computer Vision and Virtual Reality

North Minzu University, 2019 - 2022, Project Director

Research on Multimodal Retrieval of Non-rigid 3D Models Based on Deep Learning

National Science Foundation Project, 2018.1 - 2021.12, No：61762003，Project participant

Quantitative Analysis and Research on the Ethnic Communication Model and Evaluation System in the Urbanization Process of Ningxia

National Social Science Foundation, 2015.1 - 2019.12, No：14XMZ058, Project Director

Research on 3D Digitalization and Virtual Restoration Methods of Tangut Cultural Relics

National Science Foundation Projec, 2015.1 - 2018.12, No：61462002, Project participant

Research on 3D Industrial Part Inspection Methods

Scientific Research Projects of Ningxia Higher Education Institution, 2016.5 - 2018.5, No：NGY2016144, Project Director

Educational Research Projects

Research and Practice on Ideological and Political Education in the Course of Algorithm Design and Analysis

North Minzu University Curriculum Ideological and Political Reform Project，2022.6 - 2024.6, No：XJSZ202217, Project Director

Reform of Ideological and Political Education in the Course of Operating System

Ningxia University Ideological and Political Work Quality Improvement Project，2019.6 - 2021.6, No：NXSZ20190227, Project Director

Exploration and Practice of the Construction of Computer Majors in the Context of New Engineering

Major research project on education and teaching at North Minzu University，2018.6 - 2021.6, No：2018ZHJY01, Project Director

Research and Practice on Ideological and Political Education in the Course of Algorithm Design and Analysis

China University Computer Education MOOC Alliance Online and Offline Hybrid Teaching Model Reform Project，2018.6 - 2019.6, Project Director

Research on the Implementation Strategy of Engineering Education Certification for Network Engineering Majors

The sub project of the "Network Engineering Advantage and Characteristic Specialty" of the "13th Five Year Plan" key professional construction project in Ningxia Hui Autonomous Region，2018.6 - 2020.6, Project Director

Teaching Courses

Operating System - Undergraduate Course
Algorithm Design and Analysis - Graduate Course & Undergraduate Course
Digital Image Processing - Graduate Course

Datasets

Tangut Dataset - The Tangut character database (TCD) and an enhanced database (TCD-E) covering 6077 classes. TCD contains 6,077 types of Tangut characters. Of which including 2,110 classes of characters from ancient documents, totaling 94,459 characters; 6,077 classes of characters from modern printed editions, totaling 30,165 characters. On the basic of TCD, TCD-E adds 483,076 enhanced data, each class contains 100 characters.

Publications

  • Tangut character image generation based on cycle-consistent adversarial networks
    • Yunrui Cao, Jinlin Ma, Chaohua Hao, Qi Yan
    Journal of Intelligent & Fuzzy Systems, vol. 44, no. 4, pp. 6341-6358, 2023
  • IRCM-Caps: An X-ray image detection method for COVID-19
    • Shuo Qiu, Jinlin Ma, Ziping Ma
    The Clinical Respiratory Journal, Early View, 2023
  • Lightweight Lip Recognition Method Based on Decoupling Homogeneous Self knowledge Distillation
    • Ma Jinlin, Liu Yuhao, Ma Ziping, Guo Zhaowei, LÜ Xin
    Journal of Beijing University of Aeronautics and Astronautics, Early View, 2023 (in Chinese)
  • HSKDLR: A lightweight lip recognition method based on homogeneous self-knowledge distillation
    • Ma Jinlin, Liu Yuhao, Ma Ziping, Gong Yuanwen, Zhu Yanbin
    Journal of Frontiers of Computer Science and Technology, Early View, 2023 (in Chinese)
  • Multiscale adaptive fusion network based algorithm for liver tumor detection
    • Ma Jinlin, Ouyang Ke, Ma Ziping, Mao Kaiji, Chen Yong
    Journal of Image and Graphics，vol. 28, no. 1, pp. 0260-0276, 2023 (in Chinese)
  • ConA-FPN Based Algorithm for Liver Tumor Detection
    • Ma Jinlin, Mao Kaiji, MaA Ziping, Deng Yuanyuan, Ouyang Ke, Chen Yong
    Computer Engineering and Applications, vol. 59, no. 2, pp. 161-169, 2023 (in Chinese)
  • End-to-end Tangut character database building and recognition method
    • Jinlin Ma, Yunrui Cao, Ziping Ma, Lin Wei, Chaohua Hao
    IET Image Processing, vol. 16, no. 8, pp. 2087–2100, 2022
  • Review of Deep Learning Diagnostic Methods for COVID-19
    • Ma Jinlin, Qiu Shuo, Ma Ziping, Chen Yong
    Computer Engineering and Applications, vol. 58, no. 12, pp. 51-65, 2022 (in Chinese)
  • Research Progress of Lightweight Neural Network Convolution Design
    • Ma Jinlin, Zhang Yu, Ma Ziping, Mao Kaiji
    Journal of Frontiers of Computer Science and Technology, vol. 16, no. 3, pp. 512-528, 2022 (in Chinese)
  • A text-based multi-span network for reading comprehension
    • Deguang Chen, Ziping Ma, Lin Wei, Yanbin Zhu, Jinlin Ma, Yuanwen Gong, Jie Zhou
    Journal of Intelligent & Fuzzy Systems, vol. 41, no. 6, pp. 5807–5819, 2021
  • Review of Deep Learning Methods for Lip Recognition
    • Ma Jinlin, Zhu Yanbin, Ma Ziping, Gong Yuanwen, Chen Deguang, Liu Yuhao
    Computer Engineering and Applications, vol. 57, no. 24, pp. 61-73, 2021 (in Chinese)
  • Image classification of protein super secondary structure based on residual network
    • Ma Jinlin, Shi Li, Ma Ziping
    Computer Engineering and Design, vol. 42, no. 10, pp.2910-2916, 2021 (in Chinese)
  • A Liver Segmentation Method Based on the Fusion of VNet and WGAN
    • Jinlin Ma, Yuanyuan Deng, Ziping Ma, Kaiji Mao, Yong Chen
    Computational and Mathematical Methods in Medicine,vol. 2021, Article ID 5536903, 2021
  • Classification of Protein Secondary Structure Based on Grey Wolf Optimizer
    • Ma Jinlin, Shi Li, Ma Ziping
    Genomics and Applied Biology, vol. 40, no. 1, pp. 18-27, 2021 (in Chinese)
  • Review of Extracting Methods for Lip Visual Features
    • Ma Jinlin, Gong Yuanwen, Ma Ziping, Chen Deguang, Zhu Yanbin, Liu Yuhao
    Journal of Frontiers of Computer Science and Technology, vol. 15, no. 12, pp. 2256-2275, 2021 (in Chinese)
  • Review of Pre-training Techniques for Natural Language Processing
    • Chen Deguang, Ma Jinlin, Ma Ziping, Zhou Jie
    Journal of Frontiers of Computer Science and Technology, vol. 15, no. 8, pp. 1359-1389, 2021 (in Chinese)
  • MTQA: Text-Based Multitype Question and Answer Reading Comprehension Model
    • Deguang Chen, Ziping Ma, Lin Wei, Jinlin Ma, Yanbin Zhu
    Computational Intelligence and Neuroscience, vol. 2021, Article ID 8810366, 2021
  • Review of deep learning segmentation methods for CT images of liver tumors
    • Ma Jinlin, Deng Yuanyuan, Ma Ziping
    Journal of Image and Graphics, vol. 25, no. 10, pp. 2024-2046, 2020 (in Chinese)
  • A CAPTCHA Identification Method Optimized by Petri Net
    • Ma Jinlin, Chen Deguang, Ma Ziping, Wei Lin
    Computer Engineering, vol. 46, no. 7, pp. 277-285, 2020 (in Chinese)
  • 3D Radon Transform for Shape Retrieval Using Bag-of-Visual-Features
    • Jinlin Ma, Ziping Ma
    The International Arab Journal of Information Technology, Vol. 17, No. 4, pp. 471-479, 2020
  • Pulmonary nodule segmentation method based on deep transfer learning
    • Ma Jinlin, Wei Meng, Ma Ziping
    Journal of Computer Applications, vol. 40, no. 7, pp. 2117-2125, 2020 (in Chinese)
  • Lip Corpus Review
    • Ma Jinlin, Chen Deguang, Guo Beibei, Zhou Jie
    Computer Engineering and Applications, vol. 55, no. 22, pp. 1-13, 2019 (in Chinese)
  • A 3D polar-radius-moment invariant as a shape circularity measure
    • Ziping Ma, Jinlin Ma, Bin Xiao, Ke Lu
    Neurocomputing, vol. 259, pp. 140-145, 2017