Evaluation of the uncertainty of edge detector algorithms

Proceedings of the 2006 IEEE International Workshop on Advanced Methods for Uncertainty Estimation in Measurement, AMUEM 2006

Volumn 2006, Issue , 2006, Pages 68-73

  Anchini, Rosario ^b   Liguori, Consolatina ^a,b   Paolillo, Alfredo ^b  

^a IEEE   (Italy)

^b UNIVERSITY OF SALERNO   (Italy)

Author keywords

Edge detection; Image processing; Uncertainty

Indexed keywords

EDGE LOCALIZATION; UNCERTAINTY;

ALGORITHMS; EDGE DETECTION; IMAGE PROCESSING; IMAGING SYSTEMS;

UNCERTAIN SYSTEMS;

EID: 33845585685     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AMYEM.2006.1650753     Document Type: Conference Paper

References (17)

1. L.G. Roberts: "Machine perception of three dimensional solids", Optical and electro-optical information processing, ed. J. T. Tippett et al., Cambridge Mass. MIT Press, pp. 150-197, 1965.
2. R. Nevatia: "Machine perception", Princeton Hall, 1982.
3. D. C. Marr and E. C. Hildreth: "Theory of edge detection", Proceedings of the Royal Society of London B207, pp 187-217, 1980.
4. F. R. Canny: "A computational approach to edge detection", IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 8, N.6, pp. 679-698, November 1986.
5. R. M. Haralick: "Digital step edges from zero- crossings of second directional derivatives", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 6, N.1, pp.58-68, 1984.
6. Ji Qiang, R. M. Haralick: "Breakpoint detection using covariance propagation" IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, N. 8, pp. 845-851, 1998.
7. G. Medioni and F. Ulupinar, "Refining Edges Detected by a LoG Operator", Computer Vision, Graphics and Image Processing, Vol. 51, pp. 275-298, 1990.
8. S. R. Gunn: "Edge Detection Error in the Discrete Laplacian of Gaussian", Proceedings of IEEE International Conference on Image Processing, ICIP 98, Vol. 2, pp. 515-519, 1998.
9. F. Pedersini, A. Sarti, S. Tubaro: "Estimation and Compensation of Subpixel Edge Localization Error", IEEE Transactions of Pattern Analysis and Machine Intelligence, Vol. 19, N. 10, 1278-1284, 1997.
10. C. Steger: "Evaluation of subpixel line and edge detection precision and accuracy", International Archives of Photogrammetry and Remote Sensing, Vol. XXXII, Part 3/1, pp.256-264, 1998.
11. J. Koplowitz, V. Greco, "On the Edge Location Error for Local Maximum and Zero-Crossing Edge Detectors", IEEE Transactions on PAMI, Vol. 16, N. 12, pp. 1207-1212, 1994.
12. J. S. Chen and G. Medioni: "Detection, Localization, and Estimation of Edges", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 11, N. 2, pp. 191-198, 1989.
13. BIPM, IEC, IFCC, ISO, IUPAC, IUPAP, OIML, "Guide to the expression of uncertainty in measurement", 1993.
14. M. De Santo, C. Liguori, A. Pietrosanto: "Uncertainty characterization in image-based measurements: a preliminary discussion", IEEE Transactions on Instrumentation and Measurement, Vol. 49, N. 5, pp. 1101-1107, October 2000.
15. M. De Santo, C. Liguori, A. Paolillo, A. Pietrosanto: "Standard uncertainty evaluation in image-based measurements", Measurement, Vol. 36, N. 3-4, pp. 347-358, 2004.
16. C. Liguori, A. Paolillo, A. Pietrosanto: "A parametric model for the uncertainty of digital images", XVII IMEKO World congress, Dubrovnik (Croatia), Vol. TC2, pp. 167-172, June 2003.
17. R. Anchini, C. Liguori, A. Paolillo, "Evaluation of the uncertainty of geometrical features extracted from images: a proposal", Proceedings of IEEE VECIMS 2005, pp.86-91, July 2005.