Characterization of empirical discrepancy evaluation measures

Pattern Recognition Letters

Volumn 25, Issue 1, 2004, Pages 35-47

  Fernandez Garcia N L ^a   Medina Carnicer, R ^a   Carmona Poyato, A ^a   Madrid Cuevas, F J ^a   Prieto Villegas, M ^a  

^a UNIVERSITY OF CÓRDOBA   (Spain)

Author keywords

Color edge detection; Image quality measure; Performance evaluation

Indexed keywords

ALGORITHMS; COLOR IMAGE PROCESSING; IMAGE QUALITY;

COLOR EDGE DETECTORS;

PATTERN RECOGNITION;

ALGORITHM; COLOR; IMAGE ANALYSIS;

EID: 0345414151     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2003.08.011     Document Type: Article

References (26)

1. Abdou I.E. Pratt W.K. Quantitative design and evaluation of enhancement/thresholding edge detector Proc. IEEE 67 1979 753-763
2. Baddeley A.J. An error metric for binary images Förstner W. Ruwiedel S. Robust Computer Vision: Quality of Vision Algorithms 1992 59-78 Wichmann Verlag Karlsruhe
3. Bryant, D.J., Bouldin, D.W., 1979. Evaluation of edge operators using relatively and absolute grading. In: Proc. IEEE Comp. Soc. Conf. on Pattern Recognition Image Process., pp. 138-145
4. Fan J. Aref W.G. Said M.H. Elmagarmid A.K. An improved isotropic color edge detection technique Pattern Recognition Lett. 22 2001 1419-1429
5. Haralyck R.M. Performance characterization in computer vision CVGIP: Image Understand. 60 2 1994 245-249
6. Hedley M. Yan H. Segmentation of color images using spatial and color space information J. Electron. Imag. 1 1992 374-380
7. Koschan, A., 1995. A comparative study on color edge detection. In: Proc. 2nd Asian Conf. on Comput. Vision ACCV'95, vol. III, pp. 574-578
8. Lee H.C. Cok D.R. Detecting boundaries in vector field IEEE Trans. Signal Process. 39 1991 1181-1194
9. Novak, C.L., Shafer, S.A., 1987. Color edge detection. In: Proc. DARPA Image Understand. Workshop, Los Angeles, CA, USA, vol. I, pp. 35-37
10. Otsu N. A threshold selection method from gray level histogram IEEE. Trans. System, Man Cybernet. 9 1979 62-66
11. Peli T. Malah D. A study of edge detection algorithms Comput. Graph. Image Process. 20 1982 1-21
12. Plataniotis K.N. Venetsanopoulos A.N. Color Image Processing and Applications Digital Signal Processing Series 2000 Springer Berlin
13. Pietikäinen, M., Harwood, D., 1986. Edge information in color images based on histograms of differences. Int. Conf. on Pattern Recognition, pp. 594-596
14. Pratt W.K. Digital Image Processing second ed. 1991 John Wiley and Sons New York
15. Ramesh V. Haralick R.M. Performance characterization of edge detectors Appl. Artificial Intell. X: Machine Vision Robot., SPIE 1708 1992 252-266
16. Robinson, G.S., 1976. Color edge detection. Proc. SPIE Symp. Advances Image Transmission Techniques, vol. 87, San Diego,CA
17. Robinson G.S. Color edge detection Opt. Eng. 16 1979 479-484
18. Román-Roldán R., et-al. A measure of quality for evaluation methods of segmentation and edge detection Pattern Recognition 34 2001 969-980
19. Scharcanski J. Venetsanopoulos A.N. Edge detection of color images using directional operators IEEE Trans. Circuits Syst. Video Technol. 7 1997 397-401
20. Shiozaki A. Edge extraction using entropy operator Comput. Vision, Graph. Image Process. 36 1986 116-126
21. Trahanias P.E. Venetsanopoulos A.N. Color edge detection using vector order statistics IEEE Trans. Image Process. 2 1993 259-264
22. Trahanias P.E. Venetsanopoulos A.N. Vector order operator as color edge detectors IEEE Trans. Syst. Cybernet.--Part B: Cybernet. 26 1996 135-143
23. Venkatesh S. Kitchen L.J. Edge evaluating using necessary components CVGIP: Graph. Models Image Process. 54 1992 23-30
24. Zenzo S.D. A note on the gradient of a multi-image Comput. Vision, Graph. Image Process. 33 1986 116-125
25. Zhang Y.J. A survey on evaluation methods for image segmentation Pattern Recognition 29 1996 1335-1346
26. Zhu S.-Y. Plataniotis K.N. Venetsanopoulos A.N. Comprehensive analysis of edge detection in color image processing Opt. Eng. 38 1999 612-625