A new method for gray-level picture thresholding using the entropy of the histogram

Abstract Two methods of entropic thresholding proposed by Pun (Signal Process.,2, 1980, 223–237;Comput. Graphics Image Process.16, 1981, 210–239) have been carefully and critically examined. A new method with a sound theoretical foundation is proposed. Examples are given on a number of real and artifically generated histograms.

[1]  Thierry Pun,et al.  Entropic thresholding, a new approach , 1981 .

[2]  Azriel Rosenfeld,et al.  Some experiments on variable thresholding , 1979, Pattern Recognit..

[3]  A. Rosenfeld,et al.  A Note on the Use of Second-Order Gray Level Statistics for Threshold Selection. , 1977 .

[4]  King-Sun Fu,et al.  A survey on image segmentation , 1981, Pattern Recognit..

[5]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[6]  Azriel Rosenfeld,et al.  Histogram modification for threshold selection , 1977 .

[7]  Azriel Rosenfeld,et al.  Threshold Selection Using Quadtrees , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[8]  Thierry Pun,et al.  A new method for grey-level picture thresholding using the entropy of the histogram , 1980 .

[9]  T. W. Ridler,et al.  Picture thresholding using an iterative selection method. , 1978 .

[10]  Joan S. Weszka,et al.  A survey of threshold selection techniques , 1978 .

[11]  Azriel Rosenfeld,et al.  A Threshold Selection Technique , 1974, IEEE Transactions on Computers.

[12]  Azriel Rosenfeld,et al.  Digital Picture Processing , 1976 .

[13]  Azriel Rosenfeld,et al.  Thresholding Using Relaxation , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[14]  R. Kirby,et al.  A Note on the Use of (Gray Level, Local Average Gray Level) Space as an Aid in Threshold Selection. , 1979 .

[15]  Azriel Rosenfeld,et al.  Region Extraction by Averaging and Thresholding , 1975, IEEE Transactions on Systems, Man, and Cybernetics.