Large-scale near-duplicate web video retrieval: Challenges and approaches

IEEE Multimedia

Volumn 20, Issue 2, 2013, Pages 42-51

  Cai, Yang ^a   Yang, Linjun ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b MICROSOFT   (United States)

Author keywords

content based video retrieval; large scale video retrieval; multimedia; multimedia applications; near duplicate; video retrieval; Web technology

Indexed keywords

CONTENT-BASED VIDEO RETRIEVAL; MULTIMEDIA; MULTIMEDIA APPLICATIONS; NEAR- DUPLICATES; VIDEO RETRIEVAL; WEB TECHNOLOGIES;

MULTIMEDIA SYSTEMS; SCALABILITY;

IMAGE RETRIEVAL;

EID: 84879225892     PISSN: 1070986X     EISSN: None     Source Type: Journal    
DOI: 10.1109/MMUL.2013.23     Document Type: Article

References (17)

1. Z. Huang et al., ''Bounded Coordinate System Indexing for Real-Time Video Clip Search,'' ACM Trans. Information Systems, vol. 27, no. 3, 2009, article no. 17.
2. A. Natsev, M.L. Hill, and J.R. Smith, ''Design and Evaluation of an Effective and Efficient Video Copy Detection System,'' Proc. IEEE Int'l Conf. Multimedia and Expo (ICME), IEEE CS, 2010, pp. 1353-1358.
3. L. Shang et al., ''Real-Time Large Scale Near-Duplicate Video Retrieval,'' Proc. Int'l Conf. Multimedia (MM), ACM, 2010, pp. 531-540.
4. J. Song et al., ''Multiple Feature Hashing for Real- Time Large Scale Near-Duplicate Video Retrieval,'' Proc. Int'l Conf. Multimedia (MM), ACM, 2011, pp. 423-432.
5. H.-K. Tan et al., ''Scalable Detection of Partial Near-Duplicate Videos by Visual-Temporal Consistency,'' Proc. Int'l Conf. Multimedia (MM), ACM, 2009, pp. 145-154.
6. Y. Yang et al., ''A Multimedia Retrieval Framework Based on Semi-supervised Ranking and Relevance Feedback,'' IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 34, no. 4, 2012, pp. 723-742.
7. W.-L. Zhao, S. Tan, and C.-W. Ngo, ''Large- Scale Near-Duplicate Web Video Search: Challenge and Opportunity,'' Proc. IEEE Int'l Conf. Multimedia and Expo (ICME), IEEE, 2009, pp. 1624-1627.
8. M. Douze et al., ''INRIA-LEARs Video Copy Detection System,'' Proc. TREC Video Retrieval Evaluation Workshop (TRECVID), Nat'l Inst. Standards and Technology, 2008; www-nlpir.nist.gov/projects/tvpubs/tv.pubs.8.org.html.
9. D.G. Lowe, ''Distinctive Image Features from Scale-Invariant Keypoints,'' Int'l J. Computer Vision, vol. 60, no. 2, 2004, pp. 91-110.
10. A. Joly, C. Frelicot, and O. Buisson, ''Robust Content-Based Video Copy Identification in a Large Reference Database,'' Proc. 2nd Int'l Conf. Image and Video Retrieval (CIVR), Springer-Verlag, 2003, pp. 414-424.
11. X. Wu, A.G. Hauptmann, and C.-W. Ngo, ''Practical Elimination of Near-Duplicates from Web Video Search,'' Proc. Int'l Conf. Multimedia (MM), ACM, 2007, pp. 218-227.
12. X.-S. Hua, X. Chen, and H.-J. Zhang, ''Robust Video Signature Based on Ordinal Measure,'' Proc. Int'l Conf. Image Processing (ICIP), vol. 1, IEEE CS, 2004, pp. 685-688. (Pubitemid 40821013)
13. A. Hampapur, K. Hyun, and R.M. Bolle, ''Comparison of Sequence Matching Techniques for Video Copy Detection,'' SPIE Proc., Conf. Storage and Retrieval for Media Databases, vol. 4676, SPIE, 2002, pp. 194-201. (Pubitemid 35229764)
14. J. Law-To et al., ''Video Copy Detection: A Comparative Study,'' Proc. ACM Int'l Conf. Image and Video Retrieval (CIVR), ACM, 2007, pp. 371-378. (Pubitemid 350229648)
15. M. Muja and D.G. Lowe, ''Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration,'' Proc. 4th Int'l Conf. Computer Vision Theory and Applications (VISSAPP), 2009, pp. 331-340.
16. J. Huang et al., ''Spatial Color Indexing and Applications,'' Int'l J. Computer Vision, vol. 35, no. 3, 1999, pp. 245-268. (Pubitemid 32210844)
17. D. Li et al., ''Large-Scale Robust Visual Codebook Construction,'' Proc. Int'l Conf. Multimedia (MM), ACM, 2010, pp. 1183-1186.