A methodology for underwater video classifier design and comparison on limited datasets

Oceans 2005 - Europe

Volumn 2, Issue , 2005, Pages 1084-1089

  Redpath, David B ^a   Lebart, Katia ^a   Smith, Chris ^b  

^a HERIOT WATT UNIVERSITY   (United Kingdom)

^b INSTITUTE OF OCEANOGRAPHY   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; NETWORK PROTOCOLS; PARAMETER ESTIMATION; ROBUSTNESS (CONTROL SYSTEMS);

BOOTSTRAP; DATA PAIRING; OUTLIER REJECTION; UNDERWATER VIDEO CLASSIFIER;

UNDERWATER ACOUSTICS;

EID: 33746874513     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/OCEANSE.2005.1513209     Document Type: Conference Paper

References (14)

1. "AMASON (Advanced MApping wiih SONar and Video)," 2002, http://www.ece.eps.hw.ac.uk/~amason/.
2. S. Salzberg, "On comparing classifiers: Pitfalls to avoid and a recommended approach," Data Mining and Knowledge Discovery, vol. 1, pp. 317-327, 1997.
3. R. Kohavi, "A study of cross-validation and bootstrap for accuracy estimation and model selection," Proc. 14th IJCAL, San Francisco, pp. 338-345, 1995.
4. M.R. Chernick, Bootstrap Methods: A Practitioner's Guide, Wiley, New York, 1999.
5. C.E, Metz, "Basic principles of ROC analysis," Seminars Nucl. Med., vol. 8, no. 4, pp. 283-298, 1978.
6. A.M. Glenberg, Learning from Data: An Introduction to Statistical Reasoning, Harcourt Brace Jovanovich, Florida, 1988.
7. K. Tieu and P. Viola, "Boosting image retrieval," IEEE Conf. on Computer Vision and Pattern Recognition, pp. 228-235, 2000.
8. G.L. Pronzaio and A.M. Wallace, "Adaptive control of a boundary detection algorithm," Proc. of IEE Int. Conf. on Image Proc. and its Applications, pp. 356-360, 1997.
9. X. Tang, "Textare information in run-length matrices," IEEE Transactions on Image Processing, vol. 7, no. 11, pp. 1602-1609, 1998.
10. B. Pinkowski, "Fourier descriptors for characterizing object contour," Int. Conf. on DSP Applications and Technology, pp. 1007-1011, 1996.
11. D. Zhang and G. Lu, "A comparitive study of shape retrieval using fourier descriptors," Int. Conf. on DSP Applications and Technology, pp. 1-9, 2001.
12. S.X. Liao and M. Pawlak, "On image analysis by moments," IEEE Trans. PAMI, vol. 18, no. 3, pp. 254-266, 1996.
13. S. Pasehalakis and P. Lee, "Pattern recognition in grey level images using moment based invariant features," Image Proc. and its Applications, vol. 1, pp. 245-249, 1999.
14. B. Efron and R. Tibshirani, "Improvements on cross-validation: The 632+ bootstrap method," Journal of the American Statistical Association, vol. 92, no. 438, pp. 548-560, 1997.