Adaptive graph filtering: Multiresolution classification on graphs

2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 427-430

  Chen, Siheng ^a   Sandryhaila, Aliaksei ^a   Moura, Jose M F ^a   Kovacevic, Jelena ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

A-WEIGHTING; BRIDGE STRUCTURAL HEALTH MONITORING; DAMAGE IDENTIFICATION; MULTIRESOLUTION; MULTIRESOLUTION PROPERTY; SEMI-SUPERVISED; SEMI-SUPERVISED CLASSIFICATION;

DAMAGE DETECTION; STRUCTURAL HEALTH MONITORING;

DATA PROCESSING;

EID: 84897723620     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GlobalSIP.2013.6736906     Document Type: Conference Paper

References (12)

1. D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega, and P. Vandergheynst, "The emerging field of signal processing on graphs: Extending highdimensional data analysis to networks and other irregular domains," IEEE Signal Process. Mag., vol. 30, pp. 83-98, 2013.
2. S. K. Narang and A. Ortega, "Perfect reconstruction two-channel wavelet filter banks for graph structured data," IEEE Trans. Signal Process., vol. 60, pp. 2786-2799, 2012.
3. D. K. Hammond, P. Vandergheynst, and R. Gribonval, "Wavelets on graphs via spectral graph theory," Appl. Comput. Harmon. Anal., vol. 30, pp. 129-150, 2011.
4. A. Sandryhaila and J. M. F. Moura, "Discrete signal processing on graphs," IEEE Trans. Signal Process., vol. 61, no. 7, pp. 1644-1656, 2013.
5. R. R. Coifman and M. Maggioni, "Diffusion wavelets," Appl. Comput. Harmon. Anal., pp. 53-94, July 2006.
6. R. Duda, P. Hart, and D. Stork, Pattern Classification, John Wiley & Sons, Englewood Cliffs, NJ, 2001.
7. F. R. K. Chung, Spectral Graph Theory (CBMS Regional Conference Series in Mathematics, No. 92), Am. Math. Soc., 1996.
8. S. Chen, F. Cerda, J. Guo, J. B. Harley, Q. Shi, P. Rizzo, J. Bielak, J. H. Garrett, and J. Kovacevíc, "Multiresolution classification with semi-supervised learning for indirect bridge structure health monitoring," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process., Vancouver, Canada, May 2013.
9. S. Chen, F. Cerda, P. Rizzo, J. Bielak, J. H. Garrett, and J. Kovacevíc, "Semi-supervised multiresolution classification using adaptive graph filtering with application to indirect bridge structural health monitoring," IEEE Trans. Signal Process., June 2013, Submitted.
10. A. D. Szlam, R. R. Coifman, and M. Maggioni, "A general framework for adaptive regularization based on diffusion processes," J. Mach. Learn. Res., no. 9, pp. 1711-1739, Aug. 2008.
11. L. A. Adamic and N. Glance, "The political blogosphere and the 2004 u. s. election: Divided they blog," pp. 36-43, 2005.
12. F. Cerda, S. Chen, J. Bielak, J. H. Garrett, P. Rizzo, and J. Kovacevíc, "Indirect structural health monitoring of a simplified laboratory-scale bridge model," Int. J. Smart Struct. Syst., 2012, Submitted.