Fingerprint matching based on distance metric learning

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2009, Pages 1529-1532

  Jang, Dalwon ^a   Yoo, Chang D ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Distance measurement; Fingerprinting; Identification

Indexed keywords

AUDIO FINGERPRINTING; DISTANCE METRIC LEARNING; DISTANCE METRICS; FINGERPRINT MATCHING; FINGERPRINTING; GLOBAL MINIMA; IDENTIFICATION; MAHALANOBIS DISTANCES;

ACOUSTICS; AUDIO SYSTEMS; CONVEX OPTIMIZATION; COST FUNCTIONS; DISTANCE MEASUREMENT; SIGNAL PROCESSING;

METRIC SYSTEM;

EID: 70349208620     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4959887     Document Type: Conference Paper

References (12)

1. J. Haitsma and T. Kalker, "A highly robust audio fingerprinting system," Proc. Int. Conf. Music Information Retrieval,, 2002
2. E. Allamanche, J. Herre, O. Helmuth, B. Frba, T Kasten, andM Cremer, "Content-based identification of audio material using MPEG-7 low level description," Proc. Int. Symposium of Music Information Retrieval, 2001
3. C. Burges, J. Plat, and S. Jana, "Distortion discriminant analysis for audio fingerprinting," IEEE Trans. Speech Audio Processing, vol. 11, no. 3, pp. 165-174, May, 2003.
4. J. S. Seo, M. Jin, S. Lee, D. Jang, S. Lee, C. D. Yoo, Audio Fingerprinting Based on Normalized Spectral Subband Moments, IEEE Signal Processing letters, vol. 13, issue 4, pp. 209-212, Apr., 2006.
5. J. Oostveen, T. Kalker, and J. Haitsma, "Feature extraction and a database strategy for video fingerprinting," Proc. Int. Conf. on Visual Information and Information Systems, pp. 117-128, 2002.
6. S. Lee and C. D. Yoo, "Robust video fingerprinting for content-Based video identification," IEEE Trans. Circuits and Systems for Video Technology, vol. 18, no. 7, pp. 983-988, July 2008.
7. C. Kim, "Content-based image copy detection," Signal Processing: Image Communication, Vol. 18 (3), pp. 169-184, March 2003.
8. E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell, "Distance Metric Learning, with application to Clustering with side-information," Proc. NIPS 2003.
9. A. Globerson and S. Roweis, "Metric learning by collapsing classes," Proc. NIPS 2006.
10. K. Weinberger, J. Blitzer, and L. Saul, "Distance metric learning for large margin nearest neighbor classification," Proc. NIPS 2006.
11. L. Yang and R. Jin, "Distance metric learning: A comprehensive survey," Technical report, Department of Computer Science and Engineering, Michigan State University, 2006.
12. S. Boyd and L. Vandenberghe, "Convex Optimization," Cambridge University Press, 2004