研究队伍
刘凤(Dr.Feng Liu)
深圳大学计算机与软件学院副研究员,博士。
联系方式(Contact):
地址:深圳大学计算机与软件学院大楼1032室
Email: feng.liu@szu.edu.cn
简介(Biography):
深圳大学计算机与软件学院副研究员,博士。2014年在香港理工大学电子计算学系获得博士学位,之后作为海外高层次人才由深圳市政府引进。现为深圳市海外高层次人才,深圳市后备人才,南山区领航人才。主要研究领域为生物特征识别,模式识别,人工智能等领域。近年来在相关领域(IEEE Transactions on Information Forensic and Security, Pattern Recognition, Neurocomputing等)JCR1区期刊发表学术论文40余篇,并在ICPR, ICIP,CCCV,CCBR等相关领域国际国内会议上发表论文,为CCF B/C会议或EI收录。申请发明专利10余项,授权国内发明专利4件。主持在研包含国家自然科学基金面上项目等4项,顺利结题国家自然科学基金青年基金项目以及深圳市基础研究项目。
研究兴趣(Research Interests):
生物特征识别、图像处理、模式识别
主讲课程(Teaching Courses):
操作系统、多媒体技术及应用
科研项目(Research Projects):
国家自然科学基金青年基金项目“非接触式3D自动指纹识别系统”,2015.01-2017.12
深圳市战略性新兴产业发展专项资金项目 “基于多目非接触式指纹的用户认证系统”,2015.08-2017.08
校科研启动项目“新一代指纹识别技术”,2015.06-2017.05
学术成果(Publications)
部分期刊论文Some Selected Journal Papers
Feng Liu, Qijun Zhao, David Zhang, “A novel hierarchical fingerprint matching approach,” Pattern Recognition, vol. 44, no. 8, pp. 1604-1613, Aug. 2011.
Feng Liu, David Zhang, Changjiang Song, Guangming Lu, “Touchless multi-view fingerprint acquisition and mosaicking,” IEEE T. Instrumentation and Measurement, vol. 62, no. 9, pp. 2492 – 2502, Sep. 2013.
Feng Liu, David Zhang, Zhenhua Guo, “Distal Interphalangeal Crease based User Authentication System,” IEEE T. Information Forensics and Security, vol. 8, no. 9, pp. 1446 – 1455, Sep. 2013.
Feng Liu, David Zhang, “3D fingerprint reconstruction system using feature correspondences and finger shape model,” Pattern Recognition, vol. 47, no. 1, pp. 178-193, Jan. 2014.
David Zhang,Feng Liu, Qijun Zhao, Guangming Lu, Nan Luo, “Selecting a reference high resolution for fingerprint recognition using minutiae and pores,” IEEE T. Instrumentation and Measurement, vol. 60, no. 1, pp. 863-87, Mar. 2011.
Feng Liu, David Zhang, “3D Fingerprint recognition using curvature features,” IEEE T. Human-machine Systems , under review.
Feng Liu, Wangmeng Zuo, David Zhang, “3D Reconstruction Model without Corner Points,” International Journal of Computer Vision, under review.
侯彪,刘凤,焦李成,包慧东. 基于小波域隐马尔科夫树模型的图像分割[J]. 红外与毫米波学报, 2009, 28(2): 156-160
侯彪,刘凤,焦李成,包慧东. 基于自适应窗口固定及传播的多尺度纹理图像分割[J]. 电子学报, 2009, (07): 1492-1501.
侯彪,徐婧,刘凤,焦李成. 基于第二代Bandelet域隐马尔科夫树模型的图像分割[J]. 自动化学, 2009,35 (5): 498-504.
部分会议论文Some Selected Conference Papers
Feng Liu, Qijun Zhao, Lei Zhang, David Zhang, “Fingerprint Pore Matching Based on Sparse Representation,” ICPR, 2010, pp. 1630-1633.
Qijun Zhao,Feng Liu, Lei Zhang, David Zhang, “A comparative study on quality assessment of high resolution fingerprint images,” ICIP, 2010, pp. 3089-3092
Qijun Zhao,Feng Liu, Lei Zhang, David Zhang, “Parallel versus Hierarchical Fusion of Extended Fingerprint Features,” ICPR, 2010, pp. 1132-1135.
Feng Liu, David Zhang, Linlin Shen, “Feature-based 3D Reconstruction Model for Close-range Objects and its Application to Human Finger ,” CCCV2015,vol. 547, 2015.
专利Patents
“A multiscale texture image segmentation algorithm based on adaptive window fixing and propagation”. State Intellectual Property Office, PRC. Request Number:200810018238.1, 2008.
“An image segmentation algorithm based on feature selection and Hidden Markov model”. State Intellectual Property Office, PRC. Request Number:200810150087.5, 2008.
“Image Segmentation Based On Wavelet-Domain Hidden Markov Tree Model”. State Intellectual Property Office, PRC. Request Number: 200810150924.4, 2008.
“Image Segmentation Using Contourlet Domain Hidden Markov Model Based on Parametric Initialization”. State Intellectual Property Office, PRC. Request Number: 200810150925.9, 2008.