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  • 姓名:凌贺飞
  • 职称:教授
  • 办公电话:027-87509481
  • E-mail:lhefei@hust.edu.cn
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教育背景

凌贺飞199920022005年分别毕业于华中科技大学能源与动力工程学院(学士、硕士)、计算机科学与技术学院(博士)2006年破格副教授,2011年晋升为教授。2008-2009年曾在英国伦敦大学学院(UCL)做访问教授。现担任数字媒体与智能技术研究所副所长、博导、华东理工大学兼职教授、西交大研究生兼职导师。2010年入选武汉晨光青年人才计划、2013年武汉光谷“3551”人才,多个学术组织专委会委员。主持及作为骨干参与国家自然科学基金重点项目、国家自然科学基金4项、国家863计划、国家支撑计划重大项目、湖北省重大科技创新计划项目、电子发展基金、省基金、Intel国际合作等项目20余项,发表国内外学术论文近100篇,其中在IEEE TransactionsACM TransactionsIEEE MultimediaInformation Science、中国科学等知名期刊上发表SCI期刊论文近30篇,多媒体领域顶级会议ACM MultimediaACM MIR上发表论文6篇,参与撰写英文专著一本。申请发明专利17项,其中已授权12项,获国家计算机软件著作权近20项。获得湖北省科技进步奖二等奖1项,指导学生获得2013年省优秀博士论文、省优秀硕士论文奖。指导毕业的博士多人获得了国家自然科学基金项目。

研究方向

研究方向:多媒体近似搜索、视频图像智能分析、深度学习、视觉大数据处理、多媒体敏感信息检测等。


目前视频图像的数据已占大数据总比例的90%,对这些非结构化数据的感知、识别、检索与分析,成为可视大数据分析的关键,将在智能视频监控、智慧城市、平安城市、网络多媒体内容监管、信息安全(内容安全)、智能产业有十分广泛的应用。


诚挚邀请青年教师加盟: 除了享受学校一切待遇(年薪、安家费、启动经费)外,实验室另有配套,并全方位扶持和培养,可面谈。

高薪聘请博士后2名:年薪21万, 提供博士后公寓,配套相关经费,全力辅助申请博士后基金和国家基金项目



工作经历

2005.3 -2006.10   华中科技大学计算机学院  讲师;

2006.11-2011.10  华中科技大学计算机学院  副教授、副博士生导师、实验室副主任;

2008.5 - 2009.5    英国伦敦大学学院(UCL)计算机系,访问教授;

2011.11 -          华中科技大学计算机学院  教授、博士生导师、副所长、实验室主任。


研究论文

部分代表作

·  书(章节)

[1]     HefeiLing, Hui Feng, Fuhao Zou, Shiguo Lian, “Chapter16: Digital Fingerprinting for Traitor Tracing”, Frank Hartung, Ton Kalker, ShiguoLian(Eds.), Digital Rights Management: Technology, Standards and Applications,CRC Press, Boca Raton, FL, USA, 1 edition (August 15, 2014)

 

·  SCI英文期刊论文

[2]     Cong Liu, *Hefei Ling, Fuhao Zou et al. Nonnegative Locality Preserving Hashing,Information Science. Volume 281, 10 October 2014, Pages 714–725.(*通讯作者) (SCI, A类)

[3]     Cong Liu, *Hefei Ling, Fuhao Zou et al. Kernelized Neighborhood Preserving Hashing for Social Network Oriented Digital Fingerprints. IEEE Transactions on Information Forensics and Security.2014, 9(12):2232-2247. (*通讯作者) (SCI, A类)

[4]     Feng H., *Ling H.F., Zou F.H., Yan W.Q., Mudar S., Lu Z.D.. ACollusion Attack Optimization Framework Toward Spread-spectrum Fingerprinting. Applied Soft Computing, 2013,13(8): 3482-3493 (*通讯作者) (SCI, A类)

[5]     HefeiLing, Hongrui Cheng, Qingzhen Ma et al. Efficient Image Copy Detection Using Multi-Scale Fingerprints. IEEEMultimedia, 2012,19(1):60-69 (SCI, A类)

[6]     Hui Feng, *Hefei Ling, Fuhao Zou et al. A Collusion Attack Optimization Strategy for Digital Fingerprinting. ACM Transactions on Multimedia Computing, Communications and Applications,2012, 8(2S): Article No. 36  (*通讯作者) (SCI,A类)

[7]     Liyun Wang, *Hefei Ling, Fuhao Zou et al. Real-Time Compressed-Domain VideoWatermarking Resistance to Geometric Distortions. IEEE Multimedia, 2012, 19(1):70-79 (*通讯作者)  (SCI, A类)

[8]     Hefei Ling, Liyun Wang,Fuhao Zou et al. Robust Video Watermarking Based on AffineInvariant Regions in the compressed domain. SignalProcessing (Elsevier Academic Press), 2011,91(8):1863-1875.  (SCI,B类)

[9]     Hefei Ling, Liyun Wang,Fuhao Zou et al. Real-time Video Watermarking Scheme Resistant to Geometric Distortions. Journalof Electronic Imaging (SPIE Press), 2011, 20(1), 013025.  (SCI, B类)

[10]  Hefei Ling, Fuhao Zou, Linyu Yan et al. Fast Image Copy Detection Approach Based on Local Fingerprint Defined Visual Words. Signal Processing (ElsevierAcademic Press), 2013, 93(8): 2328–2338  (SCI, B类)

[11]  Yanwei Yu, *Hefei Ling, Fuhao Zou etal. Robust Localized Image Watermarking Based on Invariant Regions. Digital Signal Processing (ElsevierAcademic Press), 2012, 22(1): 170-180. (*通讯作者)  (SCI, B类)

[12]  Fuhao Zou, Hui Feng, *Hefei Ling et al. Nonnegative Sparse Coding Induced Hashing for Image Copy Detection. Neurocomputing(Elsevier Academic Press). 2013, 105(4):  81–89. (*通讯作者 (SCI, B类)

[13]  FuhaoZou,Cong Liu, *Hefei Ling et al. Least Square Regularized Spectral Hashing for Similarity Search. Signal Processing(Elsevier Academic Press). 2013, 93(8): 2265–2273. (*通讯作者 (SCI, B类)

[14]  Hefei Ling, Liyun Wang,Fuhao Zou et al. Fine-Search for Image Copy Detection based on Local Affine-Invariant Descriptor and Spatial Dependent Matching. Multimedia Tools and Applications, 2011, 52(2): 551-568. (SCI, B类)

[15]  ZhihuaXu, *Hefei Ling, Fuhao Zou, Ping Li. A novel image copy detection scheme based on the local multi-resolution histogram descriptor. MultimediaTools and Applications, 2011, 52(2): 445-463. (*通讯作者) (SCI, B类)

[16]  Hefei Ling, LiyunWang, Lingyu Yan et al. PM-DFT: A New Local Invariant Descriptor towards Image Copy Detection. Journal of Computer Science and Technology (JCST), 2011,26(3): 558-567.  (SCI)

[17]  ConghuanYe, *Hefei Ling, Hui Feng et al. A new fingerprinting scheme using social network analysis formajority attack. TelecommunicationSystems, 2013, 54(3):315-331.  (*通讯作者) (SCI, B类)

[18]  Feng H, Gan L, *Ling HF et al. A generic collusion attack optimization strategy for traditional spread-spectrum and quantization index modulation fingerprinting. Multimedia Tools and Applications,2014: 1-22. (SCI, B类)

[19]  Hui Feng, *Hefei Ling,Fuhao Zou et al. SVM-Based Anti-Forensic Method for Spread-SpectrumFingerprinting. Security and Communication Networks, 2015, 8(16):2624-2634. (SCI)

[20]  Liyun Wang, *Hefei Ling, Fuhao Zou etal. Spermatogonium image recognition using Zernike moments. Computer Methods and Programs in Biomedicine, 2009, 95(1):10-22  (*通讯作者) (SCI, B类)

[21] Hefei Ling, Fuhao Zou et al.Log-scaling magnitude modulated watermarking scheme. Science inChinaSeries F-Information Sciences, 2007, 50(3): 470-490  (SCI)

[22] Xiaofeng Wang, *Hefei Ling, Xin Xu. Parts-based face super-resolution via non-negative matrix factorization. Computers & Electrical Engineering, 2014, 40(8): 130-141  (SCI)

[23]  CongLiu, *Hefei Ling, Fuhao Zou et al. Local and Global Structure Preserving Hashing for Fast Digital Fingerprints Tracing. MultimediaTools and Applications, 2015, 74(18): 8003-8023. (*通讯作者) (SCI, B类)

[24]  LingyuYan,*Hefei Ling, FuhaoZou, Cong Liu. Iterated Local Search Based Hashing for Image Copy Detection. Multimedia Tools and Applications, 2015, 74(21): 9729-9746. (*通讯作者) (SCI, B类)

[25]  Chen Jiazhong, G Weixue, J Zengwei, X Tao, Ling Hefei. A new designmethod of 9-7 biorthogonal filter banks based on odd harmonic function. Circuits, Systems, and Signal Processing,2012, 31(3):1245-1255

[26]  JinLiu, Hefei Ling, FuhaoZou et al. Digital Image Forensics Using Multi-Resolution Histograms. International Journal of Digital Crime andForensics. 2010, 2(4): 37-50

 

·  中文期刊(部分)

[27]  凌贺飞, 邹复好, 卢正鼎等. 基于对数缩放的幅度调制水印算法研究. 中国科学(E ), 2007, 37(2): 297-314   

[28]  凌贺飞, 卢正鼎, 邹复好,李瑞轩. 基于Watson视觉感知模型的能量调制水印算法研究. 软件学报, 2006, 17(5):1124-1132.

[29]  凌贺飞, 许治华, 邹复好, 卢正鼎, 李平. 基于整体DCT系数顺序测度的鲁棒图像拷贝检测算法, 计算机研究与发展, 2010, 47(10): 1812-1822

[30] 李春花, 凌贺飞 , 卢正鼎. 基于支持向量机的自适应图像水印技术. 计算机研究与发展, 2007, 44(8): 1399-1405(EI)

[31] 肖尚勤, 卢正鼎, 凌贺飞等. 基于P2P 系统信任机制的DRM 模型. 计算机研究与发展, 2007, 44(4):567-573(EI)

[32] 邹复好, 卢正鼎, 凌贺飞等. 多维均衡水印子空间构造研究. 计算机研究与发展, 2006, 43(8A): 319-325

[33] 肖尚勤, 卢正鼎, 邹复好, 凌贺飞. 基于平衡多小波的视频水印. 计算机研究与发展, 2006, 43(8A): 304-309

[34] 黄丹, 卢正鼎, 凌贺飞等. 一种基于不变质心的抗几何攻击的盲图像水印方案. 计算机研究与发展, 2006, 43(8A): 294-298

[35] 胡建华, 卢正鼎, 凌贺飞等. 一种基于Radon变换的图像水印算法.计算机研究与发展, 2006, 43(8A): 315-318

[36] 陶茂垣, 卢正鼎, 袁武钢, 凌贺飞. 基于图像尺度空间的几何不变特征点提取算法.电子学报, 2006, 34(12A): 2564-2568

 

·  会议论文(部分)

[37]  Xinyu Ou, Lingyu Yan, *Hefei Ling, Cong Liu. Inductive Transfer Deep Hashingfor Image Retrieval. Proceedings of the 24th ACM international conference onmultimedia(ACM MM’14). (EI)(多媒体顶级会议)

[38]  Cong Liu, *HefeiLing, Fuhao Zou et al.Neighborhood Preserving Hashing for Fast Similarity Search. In: Proceedings of ACM international conference on Multimedia(ACM MM'12), Nara,Japan, ACM, New York, NY, 2012 (EI)(多媒体顶级会议)

[39]  Conghuan Ye, *Hefei Ling. Secure ContentSharing for Social Network Using Fingerprinting and Encryption in the TSHTransform Domain. In: Proceedings of ACMinternational conference on Multimedia(ACMMM'12),Nara, Japan, ACM, New York, NY, 2012 (EI)(多媒体顶级会议)

[40]  H.Feng, *H. F. Ling, F. H. Zouet al. Optimal Collusion Attack for Digital Fingerprinting. In: Proceedingsof ACM international conference on Multimedia(ACM MM'10), Firenze,Italy, ACM, New York, NY, 2010, pp. 767-770 (EI)(多媒体顶级会议)

[41] Fuhao Zou, Zhengding Lu, Hefei Ling. A multiple watermarkingalgorithm based on CDMA technique.  in:ACM International Conference on Multimedia (ACM MM'04), 2004, 424-427(EI)(多媒体顶级会议)

[42]  Zhihua Xu, *Hefei Ling, Fuhao Zou etal. Robust Image CopyDetection Using Multi-resolution Histogram. In: ACM International Conference onMultimedia Information Retrieval (ACM MIR'10), 2010, p.129-136. (EI)(多媒体检索顶级会议)

[43] Hefei Ling,Zhengding Lu, Fuhao Zou. New real-time watermarking algorithm forcompressed video  in VLC domain.  in: IEEE International Conference on ImageProcessing (ICIP'04), 2004, 4: 2171-2174(EI)(图像处理知名会议)

[44]  Hefei Ling, Zhengding Lu, Fuhao Zou et al. AGeometrically Robust Watermarking Scheme Based on Self-recognition WatermarkPattern. in: IEEE International Conference on Multimedia and Expo (ICME'06), 2006, 1601-1604(EI)

[45]  H. Ling, H. Feng, F. Zou et al. A NovelCollusion Attack Strategy for Digital Fingerprinting. In: IWDW2010, LNCS6526, Seoul, Republic of Korea, Springer, Heidelberg, 2010, pp. 224--238. (EI)

[46]  Conghuan Ye, *Hefei Ling, Fuhao Zou et al. A Novel JFE Scheme forSocial Multimedia Distribution in Compressed Domain Using SVD and CA. In: 11th International Workshop onDigital-forensics and Watermarking (IWDW2012), Shanghai,China, 2012 (EI)

[47]  Zhihua Xu, *Hefei Ling, Fuhao Zou et al. Fast and robust video copydetection scheme using full DCT coefficients.in: IEEE International Conferenceon Multimedia and Expo (ICME2009), 2009,434-437 (EI)

[48] Chunhua Li, Hefei Ling, Zhengding Lu. Semi-fragilewatermarking based on SVM for image authentication.  IEEE International Conference on Multimediaand Expo (ICME'07). 2007, 1255-1258(EI)

[49]  Jin Liu, Hefei Ling, Fuhao Zou,Zhengding Lu: Image Splicing Detection Using Multi-resolution Histogram. In:IEEE Pacific-Rim Conference on Multimedia (PCM’09): 858-866(EI)

[50] Fuhao Zou, Zhengding Lu, Hefei Linget al.Real-time video watermarking based on extended m-sequences. in: IEEEInternational Conference on Multimedia and Expo (ICME'06), 2006, 1561-1564(EI)

[51]  Shangqin Xiao, Hefei Ling, Fuhao Zou, Zhengding Lu: SecretSharing Based Video Watermark Algorithm for Multiuser. IWDW 2008: 303-312 (EI)

 

科研项目与获奖

作为负责人和主要参加者参与的项目

1. 国家自然科学基金重点项目(NSFC联合基金重点项目)“网络大数据环境下多媒体敏感内容感知、识别、检索与分析研究”(编号U1536203,2016-2019),项目负责人;

2. 湖北省重大科技创新计划项目“基于云计算的监控视频大数据智能分析与检索关键技术研发及应用”(编号2015AAA013,2015-2017),项目负责人;

3. 国家自然科学基金项目“面向社交网络的数字指纹技术研究”(编号61272409,2013-2016),项目负责人;

4. Intel国际合作项目,大数据中心/云用例隐私保护技术(2014-2016),项目负责人;

5. Intel亚太研发中心合作项目,监控视频中的人车分类识别算法研究(2014-2015),项目负责人;

6. 武汉“光谷3551”人才项目“基于局部拷贝检测的视频对象智能搜索技术及应用” (2013-2015),项目负责人;

7. 企业合作项目,大规模分布式图像搜索系统(2013-2015),项目负责人;

8. 企业合作项目,智能云电视终端系统(2013-2014),项目负责人;

9. 企业合作项目,煤气层物联网平台系统(2013-2014),项目负责人;

10. 校自主创新基金项目,大规模视频近似拷贝检测技术研究(2013-2014),项目负责人;

11. 武汉晨光计划项目“基于语义的图像被动取证技术研究”(2011-2013),项目负责人;

12.国家863计划课题“网络多媒体版权主动追踪与监视系统关键技术研究”(编号2009AA01Z411,2009-2011),项目负责人;

13.国家自然科学基金项目“数字指纹中的安全分析及评测技术研究”(编号60873226,2009-2011),项目负责人;

14.国家自然科学基金项目“抗几何失真的视频拷贝检测技术研究”(编号60803112,2009-2011),主要参与人;

15.国家自然科学基金项目“抗几何攻击的实时视频水印研究”(编号60502024,2006-2008),项目负责人;

16.国家科技支撑计划重大项目“建筑物(群)全天候耦合能量传递优化控制及节能关键技术”(编号:2008BAJ12B03,2008-2010),主要参与人;

17.国家工信部电子发展基金项目“基于视频水印的数字电视终端接口保护技术研究及应用”(信部运[2007]329 号,2007-2009),项目负责人;

18.国家信息产业部电子发展基金项目“基于实时数字水印的视频监视与检索系统”(信部运[2004]479 号,2005-2007),项目负责人;

19.国家科技部资助的科技型中小企业技术创新基金项目“基于实时数字水印的视频监视与版权保护系统”(04C26214201284,2005-2007),项目负责人;

20.湖北省自然科学基金项目“基于MPEG视频流的实时大容量视频水印研究”(编号:2005ABA267,2006-2007),项目负责人。


获奖

[1]基于物联网的药品安全监管系统,湖北省科技进步奖二等奖,2011.9

[2]基于MPEG的实时视频水印研究,华中科技大学优秀博士论文,2006年9月

[3]基于TMS320DM6446的AVS视频版权保护系统,TIDSP大奖赛,最佳演示奖,2008年4月(担任指导老师与领队)

[4]指导的博士生冯辉,获得2013年湖北省优秀博士学位论文奖;

[5]指导的硕士生程宏瑞,获得2013年湖北省优秀硕士学位论文奖;

[6]指导的本科生刘远征,获得2013年湖北省优秀学士学位论文奖。