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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
  • 教师主页:

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所长、教授、博导。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、国家重点研发计划课题、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上发表论文近10篇,参与撰写英文专著一本。申请发明专利20余项,其中已授权13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:深度学习、多媒体近似搜索、步态识别、行人再识别、视觉大数据智能分析、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20万, 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。

2017.6 -          华中科技大学计算机学院  数字媒体与智能技术研究所 所长

研究论文

部分代表作

·  书(章节)

[1]   Hefei Ling, HuiFeng, Fuhao Zou, Shiguo Lian, “Chapter16: Digital Fingerprinting for Traitor Tracing”, Frank Hartung, Ton Kalker, Shiguo Lian (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]    Xinyu Ou, *Hefei Ling, Han Yu, Fuhao Zou, Ping Li, Si Liu. Adult Images and Videos Recognition by DeepMulti-Context Network and Fine-to-Coarse Strategy. ACM Transactions on Intelligent Systems and Technology (TIST), Accepted in April 2017 (ACM Trans)

[3]    Conghuan Ye, *Hefei Ling, Zenggang Xiong, FuhaoZou, Cong Liu, and Fang Xu. 2016. Secure Social Multimedia Big Data Sharing Using Scalable JFE in the TSHWT Domain. ACM Trans. Multimedia Comput. Commun.Appl.12, 4s, Article 61 (September 2016), 23 pages. DOI: https://doi.org/10.1145/2978571  (ACM Trans)

[4]   Cong Liu, *Hefei Ling, Fuhao Zou et al.Nonnegative Locality Preserving Hashing,Information Science. Volume281, 10 October 2014, Pages 714–725.(*通讯作者) (SCI, A类)

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

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

[7]   Hefei Ling, Hongrui Cheng, Qingzhen Ma et al. Efficient Image Copy Detection Using Multi-ScaleFingerprints. IEEE Multimedia, 2012,19(1):60-69 (SCI, A)

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

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

[10]Xinyu Ou, *Hefei Ling,Si Liu. Objectness Region Enhancement Networks for Scene Parsing. Journal of Computer Scienceand Technology (JCST). Accepted in May 2017(CCF B 类)

[11]Xinyu Ou, *Hefei Ling,Si Liu, Jie Lei. Hierarchical Deep Semantic Hashing for Fast Image Retrieval. Multimedia Tools andApplications, 1-22, 2016.  (SCI, B

[12]Jiazhong Chen, Jie Chen, Hua Cao, Rong Li, Tao Xia, Hefei Ling, and Yang Chen.Saliency Detection Using Suitable Variant of Local and Global Consistency. IET Computer Vision, 2017.

[13]Cong Liu, *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)

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

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

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

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

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

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

[20]Fuhao Zou,Cong Liu, *Hefei Ling et al. Least Square Regularized Spectral Hashingfor Similarity Search. Signal Processing.2013, 93(8): 2265–2273. (*通讯作者 (SCI, B类)

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

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

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

[24]Conghuan Ye, *Hefei Ling, Hui Feng et al. A new fingerprinting scheme usingsocial network analysis for majority attack. Telecommunication Systems,2013, 54(3):315-331.  (*通讯作者) (SCI, B类)

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

[26]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)

[27]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)

[28]Hefei Ling, FuhaoZou et al. Log-scaling magnitude modulated watermarking scheme. Science in China SeriesF -Information Sciences, 2007, 50(3): 470-490  (SCI)

[29]XiaofengWang, *Hefei Ling, Xin Xu. Parts-based face super-resolutionvia non-negative matrix factorization. Computers & Electrical Engineering,2014, 40(8): 130-141  (SCI)

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

[31]Jin Liu, Hefei Ling, Fuhao Zou 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)

[32]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   

[33]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.

[34]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

[35]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)

[36]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)

[37]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

[38]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

[39]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

[40]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

[41]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)

[42]Xinyu Ou, Si Liu, Xiaochun Cao, Hefei Ling. Beauty eMakeup: A Deep Makeup Transfer System. MM '16 Proceedings ofthe 2016 ACM on Multimedia Conference(ACM MM’16)

[43]Xinyu Ou,Zhen Wei, Hefei Ling, Si Liu,Xiaochun Cao. Deep Multi-Context Network for Fine-Grained Visual Recognition.2016 IEEE International Conference on Multimedia & Expo (ICME)

[44] Liu Ml, Yu CY, Ling HF, Lei J.  Hierarchical Joint CNN-Based Models for Fine-Grained Cars Recognition. In: CloudComputing and Security, ICCCS 2016. Lecture Notes in Computer Science, vol10040: pp 337-347. Springer, Cham

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

[46]Cong Liu, *Hefei Ling, 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, NewYork, NY, 2012 (EI)(多媒体顶级会议)

[47]Conghuan Ye, *Hefei Ling. Secure Content Sharing for Social NetworkUsing Fingerprinting and Encryption in the TSH Transform Domain. 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)

[48]H. Feng, *H. F.Ling, F. H. Zou et al. Optimal Collusion Attack for DigitalFingerprinting. In: Proceedings of 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)

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

[50]Zhihua Xu, *HefeiLing, Fuhao Zou etal. Robust Image Copy Detection Using Multi-resolution Histogram. In: ACM International Conference on Multimedia Information Retrieval(ACM MIR'10), 2010, p.129-136. (EI)(多媒体检索顶级会议)

[51]Hefei Ling,ZhengdingLu, Fuhao Zou. New real-time watermarking algorithm for compressed video in VLC domain.  in: IEEE International Conference on Image Processing (ICIP'04),2004, 4: 2171-2174(EI)(图像处理知名会议)

[52]Hefei Ling,Zhengding Lu, Fuhao Zou et al. A Geometrically Robust WatermarkingScheme Based on Self-recognition Watermark Pattern. in: IEEE InternationalConference on Multimedia and Expo (ICME'06), 2006, 1601-1604(EI)

[53]H. Ling, H. Feng, F. Zou et al. A Novel Collusion Attack Strategy for DigitalFingerprinting. In: IWDW2010, LNCS6526, Seoul, Republic ofKorea, Springer, Heidelberg, 2010, pp. 224--238. (EI)

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

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

[56]Chunhua Li, Hefei Ling, Zhengding Lu. Semi-fragile watermarking based on SVM for imageauthentication.  IEEE International Conference on Multimedia and Expo (ICME'07).2007, 1255-1258(EI)

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

[58]Fuhao Zou, Zhengding Lu, Hefei Ling et al. Real-time videowatermarking based on extended m-sequences. in: IEEE International Conferenceon Multimedia and Expo (ICME'06), 2006, 1561-1564(EI)

[59]Shangqin Xiao, Hefei Ling, Fuhao Zou, Zhengding Lu: Secret SharingBased 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.国家重点研发计划项目“******应用平台关键技术研究”课题四“**内容**分析与关联技术”,2017-2020;

3.国家重点研发计划项目“******应用平台关键技术研究”课题五“****内容深度分析及应用”,2017-2020;

4. 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

5. 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;

6. 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;

7. 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;

8. 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;

9. 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;

10. 企业合作项目,智能云电视终端系统(2013-2014),项目负责人;

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

12. 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;

13. 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;

14.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;

15.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;

16.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;

17.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;

18.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;

19.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;

20.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;

21.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;

22.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]IEEE-MSRA视觉识别挑战赛-第三名(铜牌),IEEE,20167

[2]第一届特定音视频分析系统评测资格大赛获入围资格,网络空间安全协会,2016年7

[3]第一届全国网络舆情分析技术邀请赛”,多项比赛中均入围前5名第一梯队,201611

[4]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

[5]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

[6]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

[7]指导的博士生冯辉,获得2013年湖北省优秀博士学位论文奖;

[8]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;

[9]指导的本科生刘远征、余成跃等人,获得湖北省优秀学士学位论文奖。