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

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Pun, Thierry·1980·Signal Processing

Abstract

This paper describes an automatic threshold selection method for picture segmentation, using the entropy of the grey level histogram. It is shown that, by an a priori maximation of an entropy determined a posteriori, a picture can successfully be thresholded into a two-level image. Several experimental results are presented to show the validity of the method. An extension to multithresholding and to multidimensional histogram processing is also discussed.

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Metadata

Authors
Pun, T.
Venue
Signal Processing
Publisher
Elsevier BV
Published
1980-07
Volume
2
Issue
3
Pages
223-237
ISSN
0165-1684 (ISSN-L)
OpenAlex
W1984153831
Cited by
679
References
0
FWCI
1.49
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: A new method for grey-level picture thresholding using the entropy of the histogram. https://app.cochat.ai/papers/10.1016/0165-1684(80)90020-1
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Pun, T. (1980). A new method for grey-level picture thresholding using the entropy of the histogram. Signal Processing. https://doi.org/10.1016/0165-1684(80)90020-1

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.