All Stories

  1. OBBStacking: An Ensemble Method for Remote Sensing Object Detection

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Changhao Sun

  2. CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron

    Article • Pattern Recognition, October 2022, Elsevier

    Changhao Sun

  3. GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer

    Article • Computers in Biology and Medicine, March 2022, Elsevier

    Changhao Sun

  4. Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers

    Article • Computers in Biology and Medicine, February 2022, Elsevier

    Changhao Sun

  5. A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification

    Article • Applied Intelligence, January 2022, Springer Science + Business Media

    Changhao Sun

  6. LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation

    Article • Pattern Recognition, July 2021, Elsevier

    Changhao Sun

  7. A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future Development

    Article • BioMed Research International, June 2021, Hindawi Publishing Corporation

    Md Mamunur Rahaman, Changhao Sun

  8. A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis

    Article • Archives of Computational Methods in Engineering, April 2021, Springer Science + Business Media

    Md Mamunur Rahaman, Changhao Sun

  9. Intelligent Gastric Histopathology Image Classification Using Hierarchical Conditional Random Field based Attention Mechanism

    Article • February 2021, ACM (Association for Computing Machinery)

    Changhao Sun, Md Mamunur Rahaman

  10. Microscopic Image Augmentation Using an Enhanced WGAN

    Article • December 2020, ACM (Association for Computing Machinery)

    Changhao Sun, Hao Xu

  11. A Comparison of Segmentation Methods in Gastric Histopathology Images

    Article • December 2020, ACM (Association for Computing Machinery)

    Changhao Sun, Hao Xu

  12. A State-of-the-art Review for Gastric Histopathology Feature Extraction Methods

    Article • December 2020, ACM (Association for Computing Machinery)

    Changhao Sun

  13. Gastric histopathology image segmentation using a hierarchical conditional random field

    Article • Journal of Applied Biomedicine, October 2020, Elsevier

    Md Mamunur Rahaman, Changhao Sun

  14. A hierarchical conditional random field model for multi-object segmentation in gastric histopathology images

    Article • Electronics Letters, April 2020, the Institution of Engineering and Technology (the IET)

    Changhao Sun

  15. A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Changhao Sun, Md Mamunur Rahaman

  16. A Multiscale CNN‐CRF Framework for Environmental Microorganism Image Segmentation

    Article • BioMed Research International, January 2020, Wiley

    Changhao Sun