On the hausdorff distance used for the evaluation of segmentation results

Canadian Journal of Remote Sensing

Volumn 24, Issue 1, 1998, Pages 3-8

  Beauchemin, Mario ^a   Thomson, Keith P B ^b   Edwards, Geoffrey ^b  

^a CANADA CENTRE FOR REMOTE SENSING   (Canada)

^b UNIVERSITÉ LAVAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE ANALYSIS; IMAGE QUALITY; IMAGE SEGMENTATION;

HAUSDORFF DISTANCE;

REMOTE SENSING;

EID: 0032020854     PISSN: 07038992     EISSN: 17127971     Source Type: Journal    
DOI: 10.1080/07038992.1998.10874685     Document Type: Article

References (12)

1. Ait Belaid, M., J.- M. Beaulieu, G. Edwards, A. Jaton, and K. P. B. Thomson. 1992. "Post-Segmentation Classification of Images Containing Small Agricultural Fields,” Geo-Carto, Vol. 7, pp. 53-60.
2. Beauchemin, M., and K. P. B. Thomson. 1997. "The evaluation of segmentation results and the overlapping area matrix," International Journal of Remote Sensing Letters, Vol. 18, pp. 3895-3899.
3. Edwards, G. 1995. "Methods for Assessing Local Map Accuracy in Thematic Classifications Derived from Remotely Sensed Images,” Proceedings of the/7th International Cartographic Conference, Barcelona, España, pp. 1521-1530.
4. Hoover, A., G. Jean-Batiste, X. Jiang, P. J. Flynn, H. Bunke, D. B. Goldgoh, K. Bowyer, D. W. Eggert, A. Filtzgibbon, and R. B. Fisher. 1996. “An experimental comparison of range image segmentation algorithms,” IEEE on Pattern Analysis and Machine Intelligence, Vol. 18, pp. 673-689.
5. Huttenlocher, D. P., G. A. Klanderman, and W. J. Rucklidge. 1993. “Comparing Images Using the Hausdorff Distance,” IEEE on Pattern Analysis and Machine Intelligence, Vol. 9, pp. 850-863.
6. Le Moigne, J. and J. C. Tilton. 1995. “Refining Image Segmentation by Integration of Edge and Region Data,” IEEE Transactions on Geoscience and Remote Sensing, Vol. 33, pp. 605-615.
7. Levine, M. D. and A. M. Nazif. 1982. "An Experimental Rule-Based System for Testing Low Level Segmentation Strategies. " In Multicomputers and Image Processing: Algorithms and Programs (New York: Academic Press), pp. 149-160.
8. Lim, Y. W. and S. U. Lee. 1990. "On the Color Image Segmentation Algorithm Based on the Thresholding and Fuzzy c-means Techniques,” Pattern Recognition, Vol. 23, pp. 935-952.
9. O'Brien, D. 1991. "Computer Assisted Feature Extraction (InterEx)," Proceedings of the 14th Canadian Symposium on Remote Sensing, Calgary, Alberta, pp. 423-428.
10. Pal, N. P. and S. K. Pal. 1993. "A Review on Image Segmentation Techniques,” Pattern Recognition, Vol. 26, pp. 1277-1294.
11. Rand, W. M. 1971. "Objective Criteria for the Evaluation of Clustering Methods, "Journal of the American Statistical Association, Vol. 66, pp. 846-850.
12. Wang, J., and W. Liu. 1994. “Road Detection from Multi-Spectral Satellite Imagery,” Canadian Journal of Remote Sensing, Vol. 20, pp. 180-191.