Publications

• 1. Boyi Zheng, Qing Liu. PSScreen: Partially Supervised Multiple Retinal Disease Screening. BMVC 2025 (Oral). Code. 

  2. Ali Salar, Qing Liu, Yingli Tian, Guoying Zhao. Enhancing Facial Privacy Protection via Weakening Diffusion Purification. CVPR2025. 

  3. Yichen Hu, Chao Wang, Weitao Song, Aleksei Tiulpin, Qing Liu. A Scanning Laser Ophthalmoscopy Image Database and Trustworthy Retinal Disease Detection Method. MICCAI 2024. Dataset and Code 

  4. Ziyuan Ding, Yixiong Liang, Shichao Kan, Qing Liu. HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation. MICCAI 2024. Code (Shortlisted for the Best Paper Award)

  5. Qing Liu#, Hailong Zeng#,  Zhaodong Sun, Xiaobai Li, Guoying Zhao, Yixiong Liang*. Many Birds, One Stone: Medical Image Segmentation with Multiple Partially Labelled Datasets. Pattern Recognition. 2024. Code.

  6. Lele Lv, Qing Liu, Shichao Kan, Yixiong Liang. Confidence-Aware Contrastive Learning for Semantic Segmentation. ACM Multimedia, 2023.

  7. Haotian Liu, Qing Liu, Yang Liu, Yixiong Liang, Guoying Zhao. Exploring effective knowledge distillation for tiny object detection. IEEE International Conference on Image Processing (ICIP), 2023

  8. Gaojie Li#, Qing Liu#, Haotian Liu, Yixiong Liang*. A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification. ICASSP 2023.  

  9. Liu, Qing#, Haotian Liu#, Wei Ke*, Yixiong Liang*. Automated lesion segmentation in fundus images with many-to-many reassembly of features. 2023. Pattern Recognition.  Code

  10. Qing Liu#, Haotian Liu#, Yang Zhao, Yixiong Liang*. Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images. 2022. IEEE Journal of Biomedical and Health Informatics. 

  11. Beiji Zou, Hongpu Fu, Zailiang Chen, Qing Liu*. Ground Truth Free Retinal Vessel Segmentation by Learning from Simple Pixels. 2021. IET Image Processing. 

  12. Ziwen Xu, Beiji Zou, Qing Liu*. A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment. 2020. https://arxiv.org/abs/2010.13313 

  13. Jingyu Du, Beiji Zou, Changlong Chen, Xuzi Wen, Qing Liu*.  Automatic microaneurysm detection in fundus image based on local cross-section transformation and multi-feature fusion. 2020. Computer Methods and Programs in Biomedicine.  PDF. Code.

  14. Yao Xiang, Jialin Chen, Qing Liu, Yixiong Liang*.  Disentangled Representation Learning based Multidomain Stain Normalization for Histological Images. ICIP 2020. (Oral)

  15. Meng Yan#, Qing Liu#,  Zhihua Yin, Du Wang, Yixiong Liang*. A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images. ICASSP 2020. (Oral)

  16. Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang*. A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. ICASSP 2020, arxiv.org/pdf/1911.01648.pdf (Oral)

  17. Qing Liu, Xiaopeng Hong, Wei Ke, Zailiang Chen, Beiji Zou. DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation. 2019, https://128.84.21.199/pdf/1904.08773.pdf 

  18. Qing Liu, Xiaopeng Hong, Shuo Li, Zailiang Chen, Guoying Zhao, Beiji Zou*. A Spatial-aware Joint Optic Disc and Cup Segmentation Method. 2019. Neurocomputing . PDF

  19. Beiji Zou, Qing Liu, Kejuan Yue et al. Saliency based Optic Disc Segmentation. 2019. Chinese Journal of Electronics.

  20.  Qing Liu, Xiaopeng Hong, Beiji Zou, Jie Chen, Guoying Zhao. Hierarchical Contour Closure based Holistic Salient Object Detection. 2017. IEEE Transaction on Image Processing. Project

  21. Qing Liu, Beiji Zou, Jie Chen, Wei Ke, Kejuan Yue, Zailiang Chen, Guoying Zhao. 2017. A Location-to-Segmentation Strategy for Automatic Exudate Segmentation in Colour Retinal Fundus Images. 2017. Computerized Medical Imaging and Graphics. PDF

  22. Qing Liu, Beiji Zou, Jie Chen, Zailiang Chen, Chengzhang Zhu, Kejuan Yue, Guoying Zhao. Retinal Vessel Segmentation From Simple to Difficult. 2016. MICCAI workshop on OMIA (Oral). PDF

  23. Beiji Zou, Qing Liu, Zailiang Chen, Shijian Liu, Xiaoyun Zhang. Saliency Detection Using Boundary Information. 2016. Multimedia Systems. PDF

  24. Zou Beiji, Qing Liu, Zailiang Chen, Hongpu Fu, Chengzhang Zhu. Surroundedness based multiscale saliency detection. 2015. Journal of Visual Communication and Image Representation.PDF

  25. Qing Liu, Beiji Zou, Zailiang Chen, Hongpu Fu. Color Feature Based Interest Objects Detection. 2013. Journal of Computer-Aided Design & Computer Graphics (in Chinese) .

Patent

• • Beiji Zou, Qing Liu, Zailiang Chen, Wang Hu, Hongpu Fu. 2015. Saliency Detection Using the Image Boundary Prior and the Connectivity of Region (201510013897.6)