Clip-based hierarchical representation for near-duplicate video detection

References

• Asmundsson , F. , Lejsek , H. , Daoason , K. , Jonsson , B. and Amsaleg , L. Videntifier; Forensic: Robust and efficient detection of illegal multimedia . Proceedings of the 17th International Conference on Multimedia 2009 . October 19–24 , Vancouver, British Columbia, Canada. Edited by: Gao , W. , Rui , Y. , Hanjalic , A. , Xu , C. , Steinbach , E. G. , El-Saddik , A. and Zhou , M. X. pp. 999 – 1000 . New York, NY : ACM Press .
   Google Scholar
• Benevenuto , F. , Duarte , F. , Rodrigues , T. , Almeida , V. A.F. , Almeida , J. M. and Ross , K. W. Understanding video interactions in Youtube . Proceedings of the 16th International Conference on Multimedia 2008 . October 26–31 , Vancouver, British Columbia, Canada. Edited by: El-Saddik , A. , Vuong , S. , Griwodz , C. , Bimbo , A. D. , Candan , K. S. and Jaimes , A. pp. 761 – 764 . New York, NY : ACM Press .
   Google Scholar
• Bhat , D. N. and Nayar , S. K. 1998 . Ordinal measures for image correspondence . IEEE Trans. Pattern Anal. Mach. Intell. , 20 ( 4 ) : 415 – 423 .
   Web of Science ®Google Scholar
• Chang , H. S. , Sull , S. and Lee , S. U. 1999 . Efficient video indexing scheme for content-based retrieval . IEEE Trans. Circuits Syst. Video Technol. , 9 : 1269 – 1279 .
   Google Scholar
• Chen , L. and Stentiford , F. W.M. 2008 . Video sequence matching based on temporal ordinal measurement . Pattern Recognit. Lett. , 29 ( 13 ) : 1824 – 1831 .
   Google Scholar
• Cherubini , M. , de Oliveira , R. and Oliver , N. Understanding near-duplicate videos: A user-centric approach . Proceedings of the 17th International Conference on Multimedia 2009 . October 19–24 , Vancouver, British Columbia, Canada. Edited by: Gao , W. , Rui , Y. , Hanjalic , A. , Xu , C. , Steinbach , E. G. , El-Saddik , A. and Zhou , M. X. pp. 35 – 44 . New York, NY : ACM Press .
   Google Scholar
• Dadason , K. , Lejsek , H. , Jonsson , B. T. and Amsaleg , L. 2009 . “ Full GPU acceleration of local descriptors using CUDA ” . In Technical Report , Reykjavík University .
   Google Scholar
• Dong , W. , Wang , Z. , Josephson , W. , Charikar , M. and Li , K. Modeling LSH for performance tuning . Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008 . October 26–30 , Napa Valley, California, USA. Edited by: Shanahan , J. G. , Amer-Yahia , S. , Manolescu , I. , Zhang , Y. , Evans , D. A. , Kolcz , A. , Choi , K.-S. and Chowdhury , A. pp. 669 – 678 . New York, NY : ACM Press .
   Google Scholar
• Douze , M. , Gaidon , A. , Jegou , H. , Marszalek , M. and Schmid , C. 2008 . “ INRIA-LEARs video copy detection system ” . In TRECVID Workshop Vancouver, British Columbia, , Canada
   Google Scholar
• Hampapur , A. and Bolle , R. Comparison of sequence matching techniques for video copy detection . Storage and Retrieval Methods and Applications for Multimedia 2005 . January 18 2005 , San Jose, CA, USA. Edited by: Lienhart , R. , Babaguchi , N. and Chang , E. Y. pp. 194 – 201 . Bellingham, WA, USA : SPIE . SPIE Proceedings Vol. 5682
   Google Scholar
• Harris , C. and Stephens , M. J. A combined corner and edge detector . Proceedings of the Fourth Alvey Vision Conference . 31st August–2nd September 1999 . Edited by: Taylor , C. J. pp. 147 – 152 . Malvern, Worcestershire, UK : The Plessey Company . University of Manchester
   Google Scholar
• Hsu , W. , Chua , T. S. and Pung , H. K. An integrated color-spatial approach to content-based image retrieval . Proceedings of the Third ACM International Conference on Multimedia ‘95 . November 5–9 , San Francisco, CA. Edited by: Zellweger , P. pp. 305 – 313 . New York, NY : ACM Press .
   Google Scholar
• Hua , X.-S. , Chen , X. and Zhang , H. Robust video signature based on ordinal measure . Proceedings of the 2004 International Conference on Image Processing (ICIP 2004) . October 24–27 , Singapore. Edited by: Er , M.-H. and Kot , A. pp. 685 – 688 . Piscataway, NJ, USA : IEEE .
   Google Scholar
• Indyk , P. and Motwani , R. Approximate nearest neighbors: Towards removing the curse of dimensionality . Proceedings of the Thirtieth Annual ACM Symposium on the Theory of Computing . May 23–26 , Dallas, Texas, USA. Edited by: Vitter , J. pp. 604 – 613 . New York, NY : ACM Press .
   Google Scholar
• Joly , A. , Buisson , O. and Frélicot , C. 2007 . Content-based copy detection using distortion-based probabilistic similarity search . IEEE Trans. Multimed. , 9 ( 2 ) : 293 – 306 .
   Google Scholar
• Ke , Y. , Sukthankar , R. and Huston , L. An efficient parts-based near-duplicate and sub-image retrieval system . Proceedings of the 12th ACM International Conference on Multimedia . October 10–16 , New York, NY, USA. Edited by: Schulzrinne , H. , Dimitrova , N. , Sasse , M. A. , Moon , S. B. and Lienhart , R. pp. 869 – 876 . New York, NY : ACM Press .
   Google Scholar
• Kim , C. and Vasudev , B. 2005 . Spatiotemporal sequence matching for efficient video copy detection . IEEE Trans. Circuits Syst. Video Technol , 15 ( 1 ) : 127 – 132 .
   Google Scholar
• Law-To , J. , Buisson , O. , Gouet-Brunet , V. and Boujemaa , N. Robust voting algorithm based on labels of behavior for video copy detection . Proceedings of the 14th ACM International Conference on Multimedia . October 23–27 , Santa Barbara, CA, USA. Edited by: Nahrstedt , K. , Turk , M. , Rui , Y. , Klas , W. and Mayer-Patel , K. pp. 835 – 844 . New York, NY : ACM Press .
   Google Scholar
• Law-To , J. , Chen , L. , Joly , A. , Laptev , I. , Buisson , O. , Gouet-Brunet , V. , Boujemaa , N. and Stentiford , F. Video copy detection: A comparative study . Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007 . July 9–11 , Amsterdam, The Netherlands. Edited by: Sebe , N. and Worring , M. pp. 371 – 378 . New York, NY : ACM Press .
   Google Scholar
• Li , H. , Wang , M. and Hua , X.-S. MSRA-MM 2.0: A large-scale web multimedia dataset . ICDM 2009, The Ninth IEEE International Conference on Data Mining . December 6–9 , Miami, Florida, USA. Edited by: Wang , W. , Kargupta , H. , Ranka , S. , Yu , P. S. and Wu , X. pp. 164 – 169 . Piscataway, NJ, USA : IEEE Computer Society .
   Google Scholar
• Lowe , D. G. 2004 . Distinctive image features from scale-invariant keypoints . Int. J. Comput. Vis. , 60 ( 2 ) : 91 – 110 .
   Web of Science ®Google Scholar
• Lv , Q. , Josephson , W. , Wang , Z. , Charikar , M. and Li , K. Multi-probe LSH: Efficient indexing for high-dimensional similarity search . Proceedings of the 33rd International Conference on Very Large Data Bases . September 23–27 , Austria. Edited by: Koch , C. , Gehrke , J. , Garofalakis , M. N. , Srivastava , D. , Aberer , K. , Deshpande , A. , Florescu , D. , Chan , C. Y. , Ganti , V. , Kanne , C.-C. , Klas , W. and Neuhold , E. J. pp. 950 – 961 . New York, NY : VLDB Endowment, ACM Press . University of Vienna
   Google Scholar
• Paisitkriangkrai , S. , Mei , T. , Zhang , J. and Hua , X.-S. Scalable clip-based near-duplicate video detection with ordinal measures . Proceedings of the 9th ACM International Conference on Image and Video Retrieval, CIVR 2010 . July 5–7 , Xi'an, China. Edited by: Li , S. , Gao , X. and Sebe , N. pp. 121 – 128 . New York, NY : ACM Press .
   Google Scholar
• Peng , Y. and Ngo , C. W. Clip-based similarity measure for hierarchical video retrieval . Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2004 . October 15–16 , New York, NY, USA. Edited by: Lew , M. S. , Sebe , N. and Djeraba , C. pp. 53 – 60 . New York, NY : ACM Press .
   Google Scholar
• Poullot , S. , Crucianu , M. and Buisson , O. Scalable mining of large video databases using copy detection . Proceedings of the 16th International Conference on Multimedia 2008 . October 26–31 , Vancouver, British Columbia, Canada. Edited by: El-Saddik , A. , Vuong , S. , Griwodz , C. , Del Bimbo , A. , Candan , K. S. and Jaimes , A. pp. 61 – 70 . New York, NY : ACM Press .
   Google Scholar
• Ryyndnen , M. and Klapuri , A. Query by humming of midi and audio using locality sensitive hashing . Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008 . March 30–April 4 , Las Vegas, Nevada, USA. Edited by: Sayed , A. H. , Ottersten , B. and Swindlehurst , A. L. pp. 2249 – 2252 . Piscataway, NJ, USA : IEEE . Caesars Palace
   Google Scholar
• Shen , H. T. , Zhou , X. , Huang , Z. , Shao , J. and Zhou , E. UQLIPS: A real-time near-duplicate video clip detection system . Proceedings of the 33rd International Conference on very Large Data Bases . September 23–27 , Austria. Edited by: Koch , C. , Gehrke , J. , Garofalakis , M. N. , Srivastava , D. , Aberer , K. , Deshpande , A. , Florescu , D. , Chan , C. Y. , Ganti , V. , Kanne , C.-C. , Klas , W. and Neuhold , E. J. pp. 1374 – 1377 . VLDB Endowment, ACM Press . University of Vienna
   Google Scholar
• Sivic , J. and Zisserman , A. Video Google: A text retrieval approach to object matching in videos . 9th IEEE International Conference on Computer Vision (ICCV 2003) . October 14–17 , Nice, France. Edited by: Ma , S. and Shum , H. pp. 1470 – 1477 . Piscataway, NJ, USA : IEEE Computer Society .
   Google Scholar
• Tang , F. , Lim , S.-H. , Chang , N. L. and Tao , H. A novel feature descriptor invariant to complex brightness changes . 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009) . June 20–25 , Miami, Florida, USA. Edited by: Huttenlocher , D. , Medioni , G. and Rehg , J. pp. 2631 – 2638 . Piscataway, NJ, USA : IEEE .
   Google Scholar
• Wu , X. , Hauptmann , A. G. and Ngo , C.-W. Practical elimination of near-duplicates from web video search . Proceedings of the 15th International Conference on Multimedia 2007 . September 24–29 , Augsburg, Germany. Edited by: Lienhart , R. , Prasad , A. R. , Hanjalic , A. , Choi , S. , Bailey , B. P. and Sebe , N. pp. 218 – 227 . New York, NY : ACM Press .
   Google Scholar
• Yeh , M.-C. and Cheng , K.-T. A Compact, Effective descriptor for video copy detection . Proceedings of the 17th International Conference on Multimedia 2009 . October 19–24 , Vancouver, British Columbia, Canada. Edited by: Gao , W. , Rui , Y. , Hanjalic , A. , Xu , C. , Steinbach , E. G. , El-Saddik , A. and Zhou , M. X. pp. 633 – 636 . New York, NY : ACM Press .
   Google Scholar
• Yeh , M.-C. and Cheng , K.-T. Video copy detection by fast sequence matching . Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009 . July 8–10 , Greece. Edited by: Marchand-Maillet , S. and Kompatsiaris , Y. pp. 1 – 7 . New York, NY : ACM Press . Santorini Island
   Google Scholar
• Zhao , W.-L. , Tan , S. and Ngo , C.-W. Large-scale near-duplicate web video search: Challenge and opportunity . Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, ICME 2009 . June 28–July 2 , NewYork City, NY, USA. Edited by: Lin , C.-Y. and Cox , I. pp. 1624 – 1627 . Piscataway, NJ, USA : IEEE .
   Google Scholar
• Zhou , X. , Zhou , X. , Chen , L. , Bouguettaya , A. , Xiao , N. and Taylor , J. A. 2009 . An efficient near-duplicate video shot detection method using shot-based interest points . IEEE Trans. Multimed , 11 ( 5 ) : 879 – 891 .
   Google Scholar