Two-dimensional minimum local cross-entropy thresholding based on co-occurrence matrix

Computers and Electrical Engineering

Volumn 37, Issue 5, 2011, Pages 757-767

  Nie, Fangyan ^a,b   Gao, Chao ^a   Guo, Yongcai ^a   Gan, Min ^c  

^a CHONGQING UNIVERSITY   (China)

^b HUNAN UNIVERSITY OF ARTS AND SCIENCE   (China)

^c DEAKIN UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CO-OCCURRENCE-MATRIX; CROSS ENTROPY; GRAY LEVEL CO-OCCURRENCE MATRIX; GRAY LEVEL VALUES; HISTOGRAM THRESHOLDING; OPTIMAL THRESHOLD; REAL-WORLD IMAGE; SEGMENTATION METHODS; SPATIAL INFORMATIONS; THRESHOLDING; THRESHOLDING METHODS;

IMAGE REGISTRATION; IMAGE SEGMENTATION; PIXELS; TWO DIMENSIONAL;

ENTROPY;

EID: 80455174755     PISSN: 00457906     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compeleceng.2011.06.006     Document Type: Article

References (25)

1. N.R. Pal, and S.K. Pal A review on image segmentation techniques Pattern Recogn 26 1993 1277 1294
2. P.K. Sahoo, S. Soltani, and A.K.C. Wong A survey of thresholding techniques Comput Vis Graph Image Process 41 1988 233 260
3. M. Sezgin, and B. Sankur Survey over image thresholding techniques and quantitative performance evaluation J Electron Imaging 13 2004 146 165
4. T. Pun A new method for grey-level picture thresholding using the entropy of the histogram Signal Process 2 1980 223 237 (Pubitemid 11445168)
5. J.N. Kapur, P.K. Sahoo, and A.K.C. Wong A new method for gray-level picture thresholding using the entropy of the histogram Comput Vis Graph Image Process 29 1985 273 285 (Pubitemid 15510905)
6. C.H. Li, and C.K. Lee Minimum cross entropy thresholding Pattern Recogn 26 1993 617 625 (Pubitemid 23685793)
7. N.R. Pal On minimum cross-entropy thresholding Pattern Recogn 29 1996 575 580 (Pubitemid 126398329)
8. A.D. Brink, and N.E. Pendock Minimum cross-entropy threshold selection Pattern Recogn 29 1996 179 188
9. P. Sahoo, C. Wilkins, and J. Yeager Threshold selection using Renyi's entropy Pattern Recogn 30 1997 71 84 (Pubitemid 127423096)
10. M. Portes de Albuquerque, I.A. Esquef, A.R.G. Mello, and M. Portes de Albuquerque Image thresholding using Tsallis entropy Pattern Recogn Lett 25 2004 1059 1065 (Pubitemid 38763569)
11. A.S. Abutaleb Automatic thresholding of grey-level pictures using two-dimensional entropy Comput Vis Graph Image Process 47 1989 22 32
12. A.D. Brink Thresholding of digital images using two-dimensional entropies Pattern Recogn 25 1992 803 808
13. C.W. Yang, P.C. Chung, and C.I. Chang Hierarchical fast two-dimensional entropic thresholding algorithm using a histogram pyramid Opt Eng 35 1996 3227 3241
14. P.K. Sahoo, and G. Arora A thresholding method based on two-dimensional Renyi's entropy Pattern Recogn 37 2004 1149 1161 (Pubitemid 38549816)
15. P.K. Sahoo, and G. Arora Image thresholding using two-dimensional Tsallis-Havrda-Charvát entropy Pattern Recogn Lett 27 2006 520 528 (Pubitemid 43254594)
16. C.I. Chang, Y. Du, J. Wang, S.M. Guo, and P.D. Thouin Survey and comparative analysis of entropy and relative entropy thresholding techniques IEE Proc Vis Image Signal Process 153 2006 837 850 (Pubitemid 44838040)
17. N.R. Pal, and S.K. Pal Entropic thresholding Signal Process 16 1989 97 108
18. C.I. Chang, K. Chen, J. Wang, and M.L.G. Althouse A relative entropy-based approach to image thresholding Pattern Recogn 27 1994 1275 1289 (Pubitemid 124017488)
19. S.K. Lee, C.S. Lo, C.M. Wang, P.C. Chung, C.I. Chang, and C.W. Yang A computer-aided design mammography screening system for detection and classification of microcalcifications Int J Med Inform 60 2000 29 57
20. M.M. Mokji, and S.A.R.A. Bakar Adaptive thresholding based on co-occurrence matrix edge information J Comput 2 2007 44 52
21. G. Corneloup, J. Moysan, and I.E. Magnin Bscan image segmentation by thresholding using co-occurrence matrix analysis Pattern Recogn 29 1996 281 296 (Pubitemid 126397835)
22. El-Feghi I, Adem N, Sid-Ahmed MA, Ahmadi M. Improved co-occurrence matrix as a feature space for relative entropy-based image thresholding. In: Proceedings of the fourth international conference on computer graphics, imaging and visualization, vol. 1, 2007. p. 314-20.
23. Kullback S. Information theory and statistics, Dover ed., Peter Smith, Gloucester; 1978.
24. M.D. Levine, and A.M. Nazif Dynamic measurement of computer generated image segmentations IEEE Trans Pattern Anal Mach Intell 7 1985 155 164
25. Y.J. Zhang A survey on evaluation methods for image segmentation Pattern Recogn 29 1996 1335 1346 (Pubitemid 126405520)