个人简介
个人基本信息
地 址： 中南大学校本部计算机405-2
电 话： 18711176740
E-mail： qing.liu.411@gmail.com
Homepage: https://sites.google.com/site/qingliucs/
研究兴趣
计算机视觉、医学图像分析
每年招生硕士研究生2-3名，欢迎喜欢计算机视觉和医学图像分析的小同学的加入^_^
工作经历
2019.09 – 今 中南大学计算机学院，讲师
2017.07 – 2019.07中南大学，控制科学与工程，博士后
访问经历
2015.10 - 2017.04 芬兰奥卢大学，机器视觉与信号处理中心，合作导师：赵国英教授
论文列表（#表示共同一作；*表示通讯作者）
Yongsheng Zhang# , Qing Liu# , Yang Zhao , Yixiong Liang*. MEJIGCLU: More Effective Jigsaw Clustering for Unsupervised Visual Representation Learning. ICASSP 2022.
Ruixiang Geng# , Qing Liu# , Shuo Feng , Yixiong Liang*. Deep Learning Pathological Features for WSI-Level Cervical Cancer Grading. ICASSP 2022.
Qing Liu#, Haotian Liu#, Wei Ke*, Yixiong Liang*. M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images. PDF Code.
Yang Li, Beiji Zou,Qing Liu*. A deep attention network via high-resolution representation for liver and liver tumor segmentation. 2021. Biocybernetics and Biomedical Engineering. Accepted.
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. 2021. IEEE Journal of Biomedical and Health Informatics. PDF
Beiji Zou, Hongpu Fu, Zailiang Chen, Qing Liu*. Ground Truth Free Retinal Vessel Segmentation by Learning from Simple Pixels. 2021. IET Image Processing.
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.
Yao Xiang, Jialin Chen, Qing Liu, Yixiong Liang*. Disentangled Representation Learning based Multidomain Stain Normalization for Histological Images. ICIP 2020. (Oral)
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)
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)
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
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
Beiji Zou, Qing Liu, Kejuan Yue et al. Saliency based Optic Disc Segmentation. 2019. Chinese Journal of Electronics.
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
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
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
Beiji Zou, Qing Liu, Zailiang Chen, Shijian Liu, Xiaoyun Zhang. Saliency Detection Using Boundary Information. 2016. Multimedia Systems. PDF
Zou Beiji, Qing Liu, Zailiang Chen, Hongpu Fu, Chengzhang Zhu. Surroundedness based multiscale saliency detection. 2015. Journal of Visual Communication and Image Representation.PDF
Qing Liu, Beiji Zou, Zailiang Chen, Hongpu Fu. Color Feature Based Interest Objects Detection. 2013. Journal of Computer-Aided Design & Computer Graphics (in Chinese) .
在研项目
【1】 湖南省自然科学基金，青年项目，2021JJ40788，彩色眼底图像中病灶分割方法研究及其 在糖尿病视网膜病变辅助诊断中的应用，2021/01-2023/12
【2】 国家自然科学基金，青年项目，62006249，面向青光眼辅助诊断的鲁棒的眼底图像分析方法研究，2021/01-2023/12，在研，主持
【3】 长沙市自然科学基金，kq2014135，面向糖尿病视网膜病变智能筛查的彩色眼底图像分析方法研究，2020/07-2022/06，在研，主持
结题项目
中国博士后科学基金，面上资助一等资助，2017M620356，医学影像分析及其在青光眼筛查中的应用，2017-12至2019-07，已结题，主持