A statistical method for improved 3D surface detection

IEEE Signal Processing Letters

Volumn 22, Issue 8, 2015, Pages 1045-1049

  Smith, Samuel ^a   Williams, Ian ^a  

^a BIRMINGHAM CITY UNIVERSITY   (United Kingdom)

Author keywords

Image edge detection; image segmentation; multidimensional signal processing

Indexed keywords

EDGE DETECTION; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; OBJECT DETECTION; SIGNAL PROCESSING;

BOUNDARY INFORMATION; IMAGE EDGE DETECTION; MULTIDIMENSIONAL SIGNAL PROCESSING; OBJECT ORIENTATION; PERFORMANCE MEASURE; STEERABLE FILTERS; SURFACE DETECTION; SURFACE INFORMATION;

STATISTICAL METHODS;

EID: 84920843434     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2014.2382172     Document Type: Article

References (17)

1. H. K. Liu, "Two- and three-dimensional boundary detection," Comput. Graph. Image Process., vol. 6, pp. 123-134, Apr. 1977.
2. S. W. Zucker and R. Hummel, "A three-dimensional edge operator," IEEE Trans. Patt. Anal. Mach. Intell., vol. PAMI-3, pp. 324-331, May 1981.
3. M. Bomans, K. H.Hohne,U. Tiede, and M. Riemer, "3-D segmentation of MR images of the head for 3-D display," IEEE Trans. Med. Imag., vol. 9, pp. 177-83, Jan. 1990.
4. P. Bhattacharya and D.Wild, "A new edge detector for gray volumetric data," Comput. Biol. Med., vol. 26, pp. 315-328, Jul. 1996.
5. G. Liu, W. Yang, S. Zhu, and Q. Huang, "PET/CT image textures for the recognition of tumors and organs at risk for radiotherapy treatment planning," in 2013 IEEE Nuclear Science Symp.Medical Imaging Conf. (2013 NSS/MIC), Oct. 2013, pp. 1-3, IEEE.
6. A. Todman and E. Claridge, "Cell segmentation in histological images of striated muscle tissue - a perceptual grouping approach," in Proc. Medical Image Understanding and Analysis, 1997, pp. 101-104.
7. L. Clarke and R. Velthuizen, "MRI segmentation: Methods and applications," Magn. Reson. Imag., vol. 13, no. 3, pp. 343-368, 1995.
8. F. Aguet, M. Jacob, and M. Unser, "Three-dimensional feature detection using optimal steerable filters," in 2005 ICIP, 2005, pp. 1158-1161.
9. M. Jacob and M. Unser, "Design of steerable filters for feature detection using canny-like criteria," IEEE Trans. Patt. Anal. Mach. Intell., vol. 26, pp. 1007-19, Aug. 2004.
10. W. Freeman and E. Adelson, "The design and use of steerable filters," IEEE Trans. Patt. Anal. Mach. Intell., 1991.
11. M. Petrou, V. A. Kovalev, and J. R. Reichenbach, "Three-dimensional nonlinear invisible boundary detection," IEEE Trans. Image Process., vol. 15, pp. 3020-32, Oct. 2006.
12. I. Williams, N. Bowring, and D. Svoboda, "A performance evaluation of statistical tests for edge detection in textured images," Comput. Vis. Image Understand., vol. 122, pp. 115-130, May 2014.
13. E. Guest, "Automatic Reconstruction from Serial Sections," PhD thesis, Univ. Edinburgh, Edinburgh, U.K., 1994.
14. N. Bowring, E. Guest, P. Twigg, I. Williams, and D. Gadsby, "A new statistical method for edge detection on textured and cluttered images," in 4th Int. Conf. Visualization, Imaging, and Image Processing, 2004, pp. 435-440.
15. I. Williams, D. Svoboda, N. Bowring, and E. Guest, "Statistical edge detection of concealed weapons using artificial neural networks," in Proc. SPIE-IS&T Electron. Imag., Bellingham, WA, USA, 2008, pp. 68121J-1-12, SPIE.
16. R. Haralick, "Statistical and structural approaches to texture," Proc. IEEE, vol. 67, no. 5, 1979.
17. I. E. Abdou and W. K. Pratt, "Quantitive design and evaluation of enhancement/ thresholding edge detectors," Proc. IEEE, vol. 67, no. 5, 1979.