Canny edge detection enhancement by scale multiplication

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 27, Issue 9, 2005, Pages 1485-1490

  Bao, Paul ^a   Zhang, Lei ^b   Wu, Xiaolin ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b MCMASTER UNIVERSITY   (Canada)

Author keywords

Edge detection; Multiscale analysis; Scale multiplication

Indexed keywords

APPROXIMATION THEORY; FIR FILTERS; IMAGE ENHANCEMENT; MATRIX ALGEBRA; SIGNAL TO NOISE RATIO; SPURIOUS SIGNAL NOISE; VECTORS;

MULTISCALE ANALYSIS; SCALE MULTIPLICATION;

EDGE DETECTION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; METHODOLOGY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; INFORMATION STORAGE AND RETRIEVAL; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 25844443745     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2005.173     Document Type: Article

References (15)

1. D. Marr and E. Hildreth, "Theory of Edge Detection," Proc. Royal Soc. London, vol. 207, pp. 187-217, 1980.
2. J. Canny, "A Computational Approach to Edge Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 8, pp. 679-698, 1986.
3. A. Rosenfeld, "A Nonlinear Edge Detection Technique," Proc. IEEE, pp. 814-816, May 1970.
4. D. Demigny, "On Optimal Linear Filtering for Edge Detection," IEEE Trans. Image Processing, vol. 11, pp. 728-1220, July 2002.
5. H.D. Tagare and R.J.P. de Figueiredo, "On the Localization Performance Measure and Optimal Edge Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 12, pp. 1186-1190, Dec. 1990.
6. J. Koplowitz and V. Greco, "On the Edge Location Error for Local Maximum and Zero-Crossing Edge Detectors," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 16, no. 12, pp. 1207-1212, Dec. 1994.
7. M.C. Shin, D.B. Goldgof, K.W. Bowyer, and S. Nikiforou, "Comparison of Edge Detection Algorithms Using a Structure from Motion Task," IEEE Trans. System, Man, and Cybernetics - Part B: Cybernetics, vol. 31, pp. 589-601, Aug. 2001.
8. M. Black, G. Sapiro, D. Marimont, and D. Heeger, "Robust Anisotropic Diffusion," IEEE Trans. Image Processing, vol. 7, pp. 421-432, Mar. 1998.
9. H. Jeong and C.I. Kim, "Adaptive Determination of Filter Scales for Edge Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 5, pp. 579-585, May 1992.
10. S. Mallat, A Wavelet Tour of Signal Processing. Academic Press, 1998.
11. Y. Xu et al., "Wavelet Transform Domain Filters: A Spatially Selective Noise Filtration Technique," IEEE Trans. Image Processing, vol. 3, pp. 747-758, Nov. 1994.
12. B.M. Sadler and A. Swami, "Analysis of Multiscale Products for Step Detection and Estimation," IEEE Trans. Information Theory, vol. 45, pp. 1043-1051, Apr. 1999.
13. P. Bao and L. Zhang, "Noise Reduction for Magnetic Resonance Image via Adaptive Multiscale Products Thresholding," IEEE Trans. Medical Imaging, vol. 22, 1089-1099, Sept. 2003.
14. K.S. Miller, Multidimensional Gaussian Distributions. New York: Wiley, 1964.
15. W.K. Pratt, Digital Image Processing, second ed. John Wiley & Sons, Apr. 1991.