Li Weng (Dr)

Au MATIS depuis 2016

Téléphone actuel : 33 1 43 98 80 00 + 7139

Contact : li.weng(at)ign.fr


Post-doctorant
Axe de recherche ATOLL



Sujet de recherche

Li Weng received his PhD in electrical engineering from KU Leuven (Belgium) in 2012. He worked on encryption, authentication, and hash algorithms for multimedia data. He then worked at University of Geneva (Switzerland) and Inria (France) on large-scale content-based information retrieval systems with emphasis on privacy protection. He is currently a post-doctoral researcher at IGN - French Mapping Agency. His research interests include signal processing, machine learning, and information security.



Formation

Thèse en soutenue en 2012 (Katholieke Universiteit Leuven):
Perceptual Multimedia Hashing
Dirigée par Bart Preneel.

Télécharger le mémoire

2004 - 2006 : Master of Science (MSc), Digital Communication Systems and Technology
         at Chalmers University of Technology

2000 - 2004 : Bachelor of Engineering (BEng), Information Engineering
         at Zhejiang University



Parcours professionnel

Since 04/2016 : Post-doctoral researcher at MATIS Laboratory (IGN)

05/2014 - 08/2015 : Post-doctoral researcher at INRIA (Rennes, France)

01/2014 - 04/2014 : Post-doctoral researcher at KU Leuven (Belgium)

03/2012 - 12/2013 : Post-doctoral researcher at University of Geneva (Switzerland)

11/2012 - 02/2013 : Post-doctoral researcher at KU Leuven (Belgium)

03/2006 - 10/2012 : PhD student at KU Leuven (Belgium)



Compétences

  • Signal processing: image processing, feature extraction, video encoding
  • Machine learning: content classification, feature selection
  • Information retrieval: image/video search, database indexing
  • Information security: multimedia encryption, digital watermarking, forensics



Publications

Articles de conférences avec comité de lecture

N. Bhowmik, L. Weng, V. Gouet-Brunet, B. Soheilian. Cross-domain Image Localization by Adaptive Feature Fusion. Joint Urban Remote Sensing Event (JURSE), Dubai, UAE, March 6-8, 2017.



Divers

Conference publication:

  1. Li Weng, I-Hong Jhuo, Miaojing Shi, Meng Sun, Wen-Huang Cheng, and Laurent Amsaleg. Supervised multi-scale locality sensitive hashing. International Conference on Multimedia Retrieval (ICMR), pages 259-266, 2015.

  2. I-Hong Jhuo and Li Weng. Image auto-annotation by exploiting web information. IEEE International Conference on Image Processing (ICIP), pages 3052–3056, 2014.

  3. Geert Braeckman, Adriaan Barri, Gabor Fodor, Ann Dooms, Joeri Barbarien, Peter Schelkens, Andras Boho, and Li Weng. Reduced reference quality assessment based on watermarking and perceptual hashing. International Workshop on Video Processing and Quality Metrics for Consumer Electronics, 6 pages, 2012.

  4. Li Weng, Geert Braeckman, Ann Dooms, and Bart Preneel. Robust image content authentication with tamper location. IEEE International Conference on Multimedia and Expo (ICME), pages 380-385, 2012.

  5. Li Weng, Rony Darazi, Bart Preneel, Benoit Macq, and Ann Dooms. Robust image content authentication using perceptual hashing and watermarking. Pacific-Rim Conference on Multimedia (PCM), pages 315-326, 2012.

  6. Rony Darazi, Mireia Montanola Sales, Li Weng, Benoit Macq, and Bart Preneel. Disparity guided exhibition watermarking for 3D stereo. In Proc. of International Workshop on Security and Privacy Preserving in e-Societies, 5 pages, 2011.

  7. Dung Q. Nguyen, Li Weng, and Bart Preneel. Radon transform-based secure image hashing. International Conference on Communications and Multimedia Security (CMS), pages 186-193, 2011.

  8. Li Weng and Bart Preneel. Image distortion estimation by hash comparison. International Conference on Multimedia Modeling (MMM), pages 62–72, 2011.

  9. Li Weng and Bart Preneel. A secure perceptual hash algorithm for image content authentication. International Conference on Communications and Multimedia Security (CMS), pages 108-121, 2011.

  10. Li Weng and Bart Preneel. From image hashing to video hashing. International Conference on Multimedia Modeling (MMM), pages 662-668, 2010.

  11. Li Weng and Bart Preneel. A novel video hash algorithm. ACM International Conference on Multimedia (MM), pages 739-742, October 2010.

  12. Li Weng and Bart Preneel. Shape-based features for image hashing. IEEE International Conference on Multimedia and Expo (ICME), pages 1074-1077, 2009.

  13. Mina Deng, Li Weng, and Bart Preneel. Anonymous buyer-seller watermarking protocol with additive homomorphism. International Conference on Signal Processing and Multimedia Applications (SIGMAP), pages 300-307, 2008.

  14. Li Weng and Bart Preneel. Attacking some perceptual image hash algorithms. IEEE International Conference on Multimedia and Expo (ICME), pages 879-882, 2007.

  15. Li Weng and Bart Preneel. On encryption and authentication of the DC DCT coefficient. International Conference on Signal Processing and Multimedia Applications (SIGMAP), pages 375-379, 2007.

  16. Li Weng and Bart Preneel. On secure image hashing by higher-order statistics. IEEE International Conference on Signal Processing and Communications (ICSPC), pages 1063-1066, 2007.

  17. Li Weng, Karel Wouters, and Bart Preneel. Extending the selective MPEG encryption algorithm PVEA. IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), pages 117-120, 2006.

Journal publication:

  1. Li Weng, Laurent Amsaleg, and Teddy Furon. Privacy-preserving outsourced media search. IEEE Transactions on Knowledge and Data Engineering, accepted, 2016

  2. Li Weng, Laurent Amsaleg, April Morton, and Stephane Marchand-Maillet. A privacy-preserving framework for large-scale content-based information retrieval. IEEE Transactions on Information Forensics and Security, 10(1):152–167, Jan. 2015.

  3. Rossitza Dodunekova and Li Weng. Sufficient conditions for interval properness of linear error detecting codes. Mathematica Balkanica (New Series), 21(3-4):245–258, 2007.


Site internet de la recherche à l'IGN