Uncertainty characterization in image-based measurements: a preliminary discussion

IEEE Transactions on Instrumentation and Measurement

Volumn 49, Issue 5, 2000, Pages 1101-1107

  De Santo, Massimo ^a,b   Liguori, Consolatina ^a,c   Pietrosanto, Antonio ^a,b  

^a IEEE

^b UNIVERSITY OF SALERNO   (Italy)

^c UNIVERSITY OF CASSINO AND SOUTHERN LAZIO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SOFTWARE; EDGE DETECTION; MEASUREMENT ERRORS; UNCERTAIN SYSTEMS;

CANNY EDGE DETECTOR; IMAGE BASED MEASUREMENT SYSTEM; IMAGE EDGE ANALYSIS; IMAGE PROCESSING SOFTWARE; UNCERTAINTY;

IMAGE ANALYSIS;

EID: 0034294130     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/19.872937     Document Type: Article

References (20)

1. R. Chelappa et al., "The past, present, and future of image and multidimensional signal processing," IEEE Signal Processing Mag., vol. 15, no. 2, pp. 21-58, Mar. 1998.
2. L. Dorst and A. W. M. Smeulders, "Discrete representation of straight lines," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 450-462, July 1984.
3. D. I. Havelock, "Geometric precision in noise-free digital images," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 1065-1075, Oct. 1989.
4. _, "The topology of locales and its effects on position uncertainty," IEEE Trans. Pattern Anal. Machine Intell., vol. 13, pp. 380-386, April 1991.
5. B. Kamgar-Parsi and B. Kamgar-Parsi, "Evaluation of quantization error in computer vision," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 929-939, Sept. 1989.
6. C. Ho, "Precision of digital vision systems," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-5, pp. 593-601, Nov. 1983.
7. P. Sarkar, G. Nagy, J. Zhou, and D. Lopresti, "Spatial sampling of printed patterns," IEEE Trans. Pattern Anal. Machine Intell., vol. 20, pp. 344-351, Mar. 1998.
8. V. S. Nalwa and T. O. Binford, "On detecting edges," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-8, pp. 699-714, Nov. 1986.
9. P. M. Griffin and J. R. Villalobos, "Process capability of automated visual inspection systems," IEEE Trans. Syst., Man, Cybern., vol. 22, pp. 441-448, May 1992.
10. R. Kakarala and A. Hero, "On achievable accuracy in edge localization," IEEE Trans. Pattern Anal. Machine Intell., vol. 14, pp. 777-781, July 1992.
11. C. C. Yang and M. M. Marefat, "Spatial quantization errors in active vision inspection," in Proc. IEEE Int. Conf. Syst., Man, Cybern., , vol. 1, San Antonio, TX, 1994, pp. 67-72.
12. S. Yi, R. M. Haralick, and L. G. Shapiro, "Error propagation in machine vision, machine vision and applications," Mach. Vis. Applicat., vol. 7, pp. 93-114, 1994.
13. T. Kanungo, M. Y. Jaishima, J. Palmer, and R. M. Haralick, "A methodology for quantitative performance evaluation of detection algorithms," IEEE Trans. Image Processing, vol. 4, pp. 1667-1673, Dec. 1995.
14. G. Betta, C. Liguori, and A. Pietrosanto, "Uncertainty analysis in digital signal processing algorithms," in Proc. XIV IMEKO World Congress, vol. IV, Tampere, Finland, Giugno 1997, pp. 267-273.
15. _, "Uncertainty analysis in fast Fourier transform algorithms," in Atti del X IMEKO TC-4 ISDDMI'98, Napoli, Italy, Settembre 1998, pp. 747-752.
16. _, "A structured approach to estimate the measurement uncertainty in digital signal processing algorithms," in IEE Proc. Sci. Meas. Technol., vol. 146, Jan. 1999, pp. 21-26.
17. G. J. Klinker, S. A. Shafer, and T. Kanade, "A physical approach to color image understanding," Int. J. Comput. Vis., vol. 4, pp. 7-38, 1990.
18. "ISO guide to the expression of uncertainty in measurement (GUM),", 1993.
19. H. D. Tagare and R. J. P. deFigueiredo, "On the localization performances measure and optimal edge detection," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-12, pp. 1186-1190, Dec. 1986.
20. J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-8, pp. 679-698, Nov. 1986.