基本信息

陈丽芳,硕士,教授;硕士研究生导师(学术学位型和全日制专业学位)。

研究方向

深度学习理论与应用,图像目标识别与重建

硕士招生专业

0812Z1(数字媒体技术),083500(软件工程),085400(电子信息),085405(软件工程),085410(人工智能),085404(计算机技术)

研究成果

获中国商业联合会科技进步奖特等奖和一等奖各1次。近5年发表学科专业相关高水平论文30多篇,申请发明专利15项,其中授权专利8项。出版教材2部。代表性成果如下:

1.  Lifang Chen,Jiawei Li,Yunmin Zou,Tao Wang, ETU-Net: edge enhancement-guided U-Net with transformer for skin lesion segmentation, Physics in Medicine & Biology(2024), https://doi.org/10.1088/1361-6560/ad13d2

2.  LiFang Chen, Jiawei Li, Hongze Ge, TBUnet: A Pure Convolutional U‑Net Capable of Multifaceted Feature Extraction for Medical Image Segmentation, Journal of Medical Systems(2023),https://doi.org/10.1007/s10916-023-02014-2

3.  Lifang Chen, Tao Wang,Hongze Ge,TMTrans: texture mixed transformers for medical image segmentation, AI Communications36 (2023) :325–340 325.

4.  Lifang Chen,Jianghu Su, Shiyong Luo,TransPIFu: Combining Transformer and Pixel-Aligned Implicit Function for Single-view Clothed Human Reconstruction, Computers & Graphics111(2023):1-13.

5.  Chen, L., Mao, T. & Zhang, Q. Identifying cardiomegaly in chest x-rays using dual attention network. Appl Intell(2022). https://doi.org/10.1007/s10489-021-02935-w.

6.  Chen, L., Yu, E. & Cong, H. Feature fusion network for clothing parsing. Int. J. Mach. Learn. & Cyber.(2022). https://doi.org/10.1007/s13042-022-01519-5.

7.  Chen, L., Zhang, Q. DDGCN: graph convolution network based on direction and distance for point cloud learning. Vis Comput(2022). https://doi.org/10.1007/s00371-021-02351-8.

8.  Chen, L.,Wan, L.CTUNet: automatic pancreas segmentation using a channel-wise transformer and 3D U-Net. Vis Comput(2022). https://doi.org/10.1007/s00371-022-02656-2.

9.  Chen, L., Shi, Y. & Du, Y.Real-time monitoring system of cyanobacteria blooms using deep learning approach. Multimed Tools Appl(2022).https://doi.org/10.1007/s11042-022-13490-y.

10.  Chen,L.,Tang,X.ununsupervised monocular image depth prediction algorithm using Fourier domain analysis. IET Signal Process. 16(6),619–629(2022). https://doi.org/10.1049/sil2.12135CHENANDTANG-629.

11. Liu D, Chen L. SECPNet—secondary encoding network for estimating camera parameters. Visual Computer, 2021:1-14.

12.  Chen L., Wei M. ELF-Net: Enriching local features network for 3D point cloud classification and semantic segmentation. Journal of Intelligent & Fuzzy Systems,2021:3973–3983.

13.  Lifang Chen, Dai Cao and Yuan Liu. A New Intelligent Jigsaw Puzzle Algorithm Base on Mixed Similarity and Symbol Matrix. International Journal of Pattern Recognition and Artificial Intelligence,2018,32(2): 1859001-1- 1859001-22.

14.  陈丽芳,余恩婷.基于多尺度融合增强的服装图像解析方法[J].同济大学学报:自然科学版, 2022, 50(10):7.

15.  陈丽芳,魏梦如.基于强化局部特征的3D点云分类与分割网络.应用科学 学报,2022,40(2):328-337.

16.  陈丽芳 . 数字图像处理技术与应用 --Visual C++ 实现 . 人民邮电出版社, 2021.

科研项目

主持完成国家科技支撑子课题1项(2015BAH54F01,影视制作云服务系统技术集成及应用示范),主持江苏哲社科联/江苏人才办的人才课题1项(14SRB-35),主持江苏省教育厅研究生教学改革项目1项,主持江南大学教学改革重点项目1项目、一般项目5项,参与省部级项目4项,引进横向项目经费数百万元。

教学成果

主持省级一流课程“数字图像处理技术”,江南大学至善教学奖,江南大学教学成果奖特等奖1项(1/5),江南大学教学成果奖一等奖2项(1/5和4/5),江南大学教学成果奖二等奖2项(1/5和5/5),江南大学优秀毕业设计指导2次,江南大学教师教学创新比赛优秀奖(副高组最高奖),江苏省教育科学优秀成果奖二等奖,全国高校数字创意教学技能大赛三等奖。

社会兼职

中国人工智能学会智能创意与数字艺术专业委员会委员

奖项荣誉

江南大学巾帼标兵,荣智权奖教金,人工智能与计算机学院立德树人奖,江南大学党委统战部2023年“双缸建功”先进个人,九三学社无锡市2022年度先进个人。

联系方式

chenlifang@jiangnan.edu.cn,may7366@163.com

英文介绍

Lifang chen, professor. Her research interests include digital image processing, Deep learning method and application, Image target recognition and reconstruction. In the past 5 years, she has published more than 30 academic papers, published two textbooks, applied for 15 invention patents, including 8 authorized patents. And she has completed 8 national/provincial fund projects and 20 enterprise application research projects as principal investigator or main participant.