Exponential entropy driven HUM on knee MR images

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 7 VOLS, Issue , 2005, Pages 1769-1772

  Ardizzone, Edoardo ^a   Pirrone, Roberto ^a   Gambino, Orazio ^a  

^a UNIVERSITY OF PALERMO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ENTROPY; IMAGE SEGMENTATION; INFORMATION THEORY;

HOMOMORPHIC FILTERING; RF INHOMOGENEITY;

MAGNETIC RESONANCE IMAGING;

EID: 33846920595     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2005.1616789     Document Type: Conference Paper

References (20)

1. Styner, M.; Brechbuhler, C.; Szckely, G.; Gerig, G.: Parametric estimate of intensity inhomogeneities applied to MRI Medical Imaging. IEEE Transactions on Medical Imaging 22 (2000)153-165
2. Shang-Hong Laia; Ming Fangb: A dual image approach for bias field correction in magnetic resonance imaging. Magnetic Resonance Imaging 21 (2003)121-125
3. Mohamed N. Ahmed; Sameh M. Yamany; Nevin Mohamed: A Modified Fuzzy C-Means Algorithm for Bias Field Estimation and Segmentation of MRI Data. IEEE Transactions on Medical Imaging 21 (2002) 193-199
4. Van Leemput K.;Maes F.; Vandermeulen D. and Suetens P.: Automated Model-Based Bias Field Correction of MR Images of the Brain. IEEE Transactions on Medical Imaging 18 (1999) 885-896
5. Guillemaud, R.: Uniformity Correction with Homomorphic filtering on Region of Interest. IEEE International Conference on Image Processing 2 (1998) 872-875
6. Guillemaud, R.; Brady, M.: Estimating the bias field of MR images. IEEE Transactions on Medical Imaging 16 (1997) 238-251
7. Dawant B.M.; Zijdenbos A.P.; Margolin R.A.: Correction of Intensity Variations in MR Images for Computer-Aided Tissue Classification. IEEE Transactions on Medical Imaging 12 (1993) 770-781
8. Axel L.; Costantini J.; Listerud J.: Intensity Correction in Surface Coil MR Imaging. American Journal on Roentgenology 148 (1987) 418-420
9. Lei Jiang, Wenhui Yang:A Modified Fuzzy C-Means Algorithm for Segmentation of Magnetic Resonance Images. Proc. VIIth Digital Image Computing: Techniques and Applications.Sun C., Talbot H., Ourselin S. and Adriaansen T. Editions. (2003) 225-231
10. Tincher M.; Meyer C.R.; Gupta R.; Williams D.M.: Polynomial Modelling and Reduction of RF Body Coil Spatial Inhomogeneity in MRI. IEEE Transactions on Medical Imaging 12 (1993) 361-365
11. Brinkmann B. H., Manduca A. and Robb R. A.: Optimized Homomorphic Unsharp Masking for MR Grayscale Inhomogeneity Correction. IEEE Transactions on Medical Imaging. 17 (1998) 161-171
12. Wells W.M.; Grimson W.E.L.; Kikins R.; Jolez F.A.: Adaptive Segmentation of MRI Data. IEEE Transactions on Medical Imaging. 15 429-442 (1996)
13. Likar B.; Viergever M.A.; Pernus F.: Retrospective Correction of MR Intensity Inhomogeneity by Information Minimization. IEEE Transactions on Medical Imaging 20 (2001) 1398-1410
14. Pham D.L.; Prince J.L.: Adaptive Fuzzy Segmentation of Magnetic Resonance Images. IEEE Transactions on Medical Imaging. 18(9), (1999) 737-752
15. Pham D.L.; Prince J.L.: An Adaptive Fuzzy C-Means Algorithm for Image Segmentation in the Presence of Intensity Inhomogeneities. Pattern Recognition Letters. 20(1), (1999) 57-68
16. Gonzalez R.C.; Woods R.E.: Digital Image Processing. Prentice Hall Ed.
17. Neider, J. A. and Mead, R. A Simplex Method for Function Minimization. Comput. J. 7, 308-313, 1965.
18. Arnold JB; Liow J-S; Schaper KS; Stern JJ; Sled JG; Shattuck DW; Worth AJ; Cohen MS; Leahy RM; Mazziotta JC; Rottenberg DA. Quantitative and Qualitive Evaluation of Six Algorithms for Correcting Intensity Non-Uniformity Effects. Neuroimage (2001) 13(5) 931-943.
19. Bezdek J.C.: Pattern Recognition with Fuzzy Objective Function. Plenum Press 1981.
20. www.fil.ion.ucl.ac.uk/spm/software/spm2/