Stereoscopic imaging for coral segmentation and classification

OCEANS 2006

Volumn , Issue , 2006, Pages

  Johnson Roberson, Matthew ^a   Kumar, Suresh ^a   Pizarro, Oscar ^a   Willams, Stefan ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC PROCESSING; GREATER ACCURACY; STEREOSCOPIC IMAGING;

COMPUTER NETWORKS; PIPELINES; REAL TIME SYSTEMS; SURFACE TOPOGRAPHY; TWO DIMENSIONAL;

CLASSIFICATION (OF INFORMATION);

EID: 50949130371     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/OCEANS.2006.306876     Document Type: Conference Paper

References (18)

1. R. D. Gates, "Seawater temperature and sublethal coral bleaching in Jamaica," Coral Reefs, vol. 8, no. 4, pp. 193-197, Apr. 1990.
2. J. H. Carleton and T. J. Done, "Quantitative video sampling of coral reef benthos: large-scale application," Coral Reefs, vol. 14, no. 1, pp. 35-46, Feb. 1995.
3. R. Dodge, A. Logan, and A. Antonius, "Quantitative reef assessment studies in bermuda: A comparison of methods and preliminary results," Bulletin of Marine Science, vol. 32, pp. 745-760, 1982.
4. M. R. Turner, "Texture discrimination by gabor functions," Biological Cybernetics, vol. 55, no. 2 - 3, pp. 71-82, Nov. 1986.
5. M. Johnson-Roberson, S. Kumar, and S. Willams, "Segmentation and classification of coral for oceanographic surveys: A semi-supervised machine learning approach," in IEEE Oceans Asia Pacific 2006, Singapore, 2006.
6. B. Manjunath and W. Ma, "Texture features for browsing and retrieval of image data," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 18, no. 8, pp. 837-842, 1996.
7. S. M. Pizer, E. P. Amburn, J. D. Austin, R. Cromartie, A. Geselowitz, T. Greer, B. T. H. Romeny, and J. B. Zimmerman, "Adaptive histogram equalization and its variations," Comput. Vision Graph. Image Process., vol. 39, no. 3, pp. 355-368, 1987.
8. C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Transactions on Image Processing, vol. 11, no. 4, pp. 467-476, 2002.
9. A. Johnson and M. Hebert, "Using spin images for efficient object recognition in cluttered 3d scenes," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, no. 5, pp. 433-449, 1999.
10. Y. Shan, H. Sawhney, B. Matei, and R. Kumar, "Shapeme histogram projection and matching for partial object recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 4, pp. 568-577, 2006.
11. O. G. Cula and K. J. Dana, "3d texture recognition using bidirectional feature histograms," Int. J. Comput. Vision, vol. 59, no. 1, pp. 33-60, 2004.
12. P. J. Besl and R. C. Jain, "Segmentation through variable-order surface fitting," IEEE Trans. Pattern Anal. Mach. Intell., vol. 10, no. 2, pp. 167 192, 1988.
13. Å. Bj̈rck, Numerical Methods for Least Squares Problems. Philadelphia: SIAM, 1996.
14. M. Huston, "Variation in coral growth rates with depth at discovery bay, Jamaica," Coral Reefs, vol. 4, pp. 19-25, Apr 1985, doi:10.1007/BF00302200. [Online], Available: http://dx.doi.org/10.1007/ BF00302200
15. V. N. Vapnik, The nature of statistical learning theory. New York, NY, USA: Springer-Verlag New York, Inc., 1995.
16. S. S. Keerthi and C.-J. Lin, "Asymptotic behaviors of support vector machines with gaussian kernel," Neural Comput., vol. 15, no. 7, pp. 1667-1689, 2003.
17. H.-T. Lin and C.-J. Lin, "A study on sigmoid kernels for SVM and the training of non-PSD kernels by SMO-type methods," Department of Computer Science, National Taiwan University, Tech. Rep., 2003. [Online]. Available: http://www.csie.ntu.edu.tw/cjlin/papers/tanh.pdf
18. "Opencv." [Online]. Available: http://sourceforge.net/projects/ opencvlibrary/