李锋
教授、博士生导师
个人简介
于1998年获得自动化与智能监控的博士学位，曾在企业工作多年，后进入东华大学，主要从事教学、人工智能、图像处理和嵌入式系统方向的项目开发和研究工作。担任上海计算机协会嵌入分会会员、人工智能协会专委委员；上海市首席信息官协会会员；美国项目管理协会项目管理专家 （PMP）；IBM 认证 linux教师。主持工信部智能制造新模式、上海市自然基金、上海市重大设备科技攻关总线项目多项，主持企业各类项目20多项，多项研究成果已进入市场销售。发表论文50多篇，SCI 20多篇，主编教材两部。主持项目城市轨道交通网络化关键设备及安全实时嵌入式操作系统的自主研发与应用项目，获上海市科技进步一等奖，获2015年宝钢优秀教师奖。
研究方向
人工智能、机器视觉、嵌入式系统和智能硬件。
讲授课程
离散数学，IT项目管理、人工智能
近几年主持的科研项目
1、基于嵌入式技术的轨道交通网络化关键电子设备研究 上海市重大设备科技攻关
2、微型色谱控制软件及样品前处理技术 上海市科委设备专项
3、高效液相色谱仪核心控制系统设计 企业合作
4、变压器油中溶解气在线监测分析软件系统 企业合作
5、躯感网中无监督学习算法研究 上海市自然基金
6、基于不确定性视觉模型的图像语义抽取问题研究 国家自然基金
7、高端的全盘自动化液相色谱仪 上海市科委设备专项
8、数字媒体技术及应用研究 企业合作
9、上海市科委科技登山 高端全盘自动化液相色谱仪
10、全过程数字印染 科技部十三五重点攻关项目
11、间歇式智能染整 工信部智能制造新模式项目
12、基于机器视觉的纺织品质量检测 企业合作
13、基于深度学习的瑕疵分类 企业合作
14、基于机器学习的纺织机械监控系统 企业合作
15、智慧纺织关键技术研究 企业合作
16、基于机器视觉的纺织品样品检索系统 企业合作
近几年发表的论著 （论文50多篇，仅列出部分论文）
1 Li, F (Li, Feng) [1] ; Xi, QG (Xi, Qinggang) [1]，Research and implementation of a fabric printing detection system based on a field programmable gate array and deep neural network，TEXTILE RESEARCH JOURNAL，vol 92,NO 7-8，,8,P1060-1078,APR 2022(SCI)
2 Li, F (Li, Feng) [1] ; Yuan, LN (Yuan, Lina) [1] ; Zhang, K (Zhang, Kun) [1] ; Li, WQ (Li, Wenqing) [1], A defect detection method for unpatterned fabric based on multidirectional binary patterns and the gray-level co-occurrence matrix, TEXTILE RESEARCH JOURNAL,Vol 90, No.7-8 P776-796.APR 2020.
3 Li, F (Li, Feng) [1] ; Xi, QG (Xi, QingGang) [1],DefectNet: Toward Fast and Effective Defect Detection,IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,vol 70, 2021.
4 Li Feng; Wei Zhiqi; Li Ming, The Auto-Detection and Diagnose of the Mobile Electrocardiogram, JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS Vol 5 No: 4 Page: 841-847, AUG 2015. (SCI)
5 Lifeng, Liu Xiaoqiang, The dynamic model of lateral inhibition networkand it’s application, Neural Comput & Applic (2013) 22,:125–131,DOI 10.1007/s00521-013-1379-x.(SCI)
6 Wang Mei, Li feng,Collaborative visual modeling for automatic image annotation via sparse model coding,NEUROCOMPUTING Volume: 95 Special Issue: SI Pages: 22-28 Published: OCT 15 2012. (SCI)
7 Li Feng, Cheng Meili, A feasibility research on waveform recognition algorithm based on geometric characteristic, Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013 (CCF-B).
8 Li Feng, Li Jigang, Studying of classifying Chinese SMS messages based on Bayesian classification, Journal of Theoretical and Applied Information Technology, v 44, n 1, p 141-146, October 2012.
9 Li Feng,Wu Guowen, A network model on the processing of sound wave, Journal of Donghua University (English Edition), v 25, n 2, p 225-229, 2008.
10 Li Feng, Liu xiaoqiang, Simulation of escape from fire based on agent and cellular automaton, Xitong Fangzhen Xuebao / Journal of System Simulation, v 20, n 15, p 4163-4167, Aug 5 2008.
发明专利 （10项 列出部分）
1、一种视频信息显示内容的监控方法发明
2、一种信息组播系统及其播放控制方法发明
3、一种基于机器视觉的纽扣自动对齐方法 发明
4、一种心电信号处理和数据压缩方法 发明
5、一种吸肤式麦克风发明
学生寄语：
有丰富的企业工作背景，到东华大学后，致力于应用型科研项目，擅长于软硬件结合，跟踪国际前沿研究，注重应用性研究和实际项目，所从事的项目都是来源于公司具体应用，可直接服务于同学就业，目前在研项目主要是基于人工智能、图像处理和嵌入式系统的企业项目。我们共同构造一个平台，在这里我和各位同学共同研发，互助互学，共同进步。练就过硬的能力和真本事，一切都无忧。你只要在：人工智能、图像处理、机器学习、嵌入式技术中任何一项技术感兴趣，请来这里发挥你的天赋，我们整个团队欢迎你的加入。
联系方式：
电话：021-67874250
邮箱：lifeng@dhu.edu.cn
办公地址：1号学院楼219
Li Feng
Bio:
Professor and Doctoral Supervisor
He obtained his doctorate in automation and intelligent monitoring in 1998. He worked in an enterprise for many years before entering Donghua University, mainly engaged in project development and research in the direction of teaching, artificial intelligence, image processing and embedded systems. Member of Embedded Branch of Shanghai Computer Association and member of the special committee of Artificial Intelligence Association; Member of Shanghai CIO Association; Project Management Specialist (PMP) of American Project Management Association; IBM Certified Linux Teacher. Presided over many projects of the Ministry of Industry and Information Technology's new mode of intelligent manufacturing, Shanghai Natural Science Fund, and Shanghai's major equipment science and technology breakthrough bus, and over 20 various projects of the enterprise. Many research achievements have entered the market. He has published more than 50 papers, more than 20 SCI papers and edited two textbooks. Presided over the project of independent research and development and application of key equipment of urban rail transit network and safe real-time embedded operating system, and won the first prize of Shanghai Science and Technology Progress Award, and the 2015 Baosteel Excellent Teacher Award.
Research Areas:Artificial intelligence, machine vision, embedded systems and intelligent hardware
Main Courses Taught:Discrete mathematics, IT project management, artificial intelligence
Publications: 1 Li, F (Li, Feng) [1] ; Xi, QG (Xi, Qinggang) [1]，Research and implementation of a fabric printing detection system based on a field programmable gate array and deep neural network，TEXTILE RESEARCH JOURNAL，vol 92,NO 7-8，,8,P1060-1078,APR 2022(SCI)
2 Li, F (Li, Feng) [1] ; Yuan, LN (Yuan, Lina) [1] ; Zhang, K (Zhang, Kun) [1] ; Li, WQ (Li, Wenqing) [1], A defect detection method for unpatterned fabric based on multidirectional binary patterns and the gray-level co-occurrence matrix, TEXTILE RESEARCH JOURNAL,Vol 90, No.7-8 P776-796.APR 2020.
3 Li, F (Li, Feng) [1] ; Xi, QG (Xi, QingGang) [1],DefectNet: Toward Fast and Effective Defect Detection,IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,vol 70, 2021.
4 Li Feng; Wei Zhiqi; Li Ming, The Auto-Detection and Diagnose of the Mobile Electrocardiogram, JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS Vol 5 No: 4 Page: 841-847, AUG 2015. (SCI)
5 Lifeng, Liu Xiaoqiang, The dynamic model of lateral inhibition networkand it’s application, Neural Comput & Applic (2013) 22,:125–131,DOI 10.1007/s00521-013-1379-x.(SCI)
6 Wang Mei, Li feng,Collaborative visual modeling for automatic image annotation via sparse model coding,NEUROCOMPUTING Volume: 95 Special Issue: SI Pages: 22-28 Published: OCT 15 2012. (SCI)
7 Li Feng, Cheng Meili, A feasibility research on waveform recognition algorithm based on geometric characteristic, Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013 (CCF-B).
8 Li Feng, Li Jigang, Studying of classifying Chinese SMS messages based on Bayesian classification, Journal of Theoretical and Applied Information Technology, v 44, n 1, p 141-146, October 2012.
9 Li Feng,Wu Guowen, A network model on the processing of sound wave, Journal of Donghua University (English Edition), v 25, n 2, p 225-229, 2008.
10 Li Feng, Liu xiaoqiang, Simulation of escape from fire based on agent and cellular automaton, Xitong Fangzhen Xuebao / Journal of System Simulation, v 20, n 15, p 4163-4167, Aug 5 2008.
Main Research Projects:
1. Research on key electronic equipment of rail transit network based on embedded technology
2. Micro chromatographic control software and sample pretreatment technology Special equipment of Shanghai Science and Technology Commission
3. High performance liquid chromatograph core control system design enterprise cooperation
4. Enterprise cooperation of online monitoring and analysis software system for dissolved gas in transformer oil
5. Research on unsupervised learning algorithm in somatosensory network
6. Research on image semantic extraction based on uncertain visual model
7. High end full automatic liquid chromatograph-- Shanghai Science and Technology Commission equipment project
8. Digital Media Technology and Application Research Enterprise Cooperation
9. High end fully automated liquid chromatograph for scientific and technological mountaineering - Shanghai Municipal Science and Technology Commission
10 Key Projects of the 13th Five Year Plan of the Ministry： Digital Printing and Dyeing Technology
11 Intermittent Intelligent Dyeing and Finishing Ministry of Industry and Information Technology Intelligent Manufacturing New Mode Project
12 Cooperation of textile quality inspection enterprises based on machine vision
13. Enterprise cooperation ：defect classification based on deep learning
14 Enterprise cooperation ：textile machinery monitoring system based on machine learning
15 Cooperation between key technology research enterprises of smart textiles
Enterprise cooperation of textile sample retrieval system based on machine vision
Address: 219, College Building 1
Tel: 021-67874250
Email: lifeng@dhu.edu.cn