研究队伍

刘凤

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刘凤(Dr.Feng Liu)

作者: 发布时间: 2024年03月21日 浏览次数:

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.