| Abstract
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<p>This paper presents a colour imag … <p>This paper presents a colour image segmentation method which attains a high segmentation accuracy even when regions of the image that have to be separated are very similar in colour. The proposed method classifies pixels into colour classes. Competitive learning with `conscience' is used to learn reference patterns for the different colour classes. A nearest neighbour classification rule followed by a block of fuzzy post-processing attains a high classification accuracy even for very similar colour classes. A correct classification rate of 97.8% has been achieved when classifying two very similar black colours, namely, the black printed with a black ink and the black printed with a mixture of cyan, magenta and yellow inks.</p>f cyan, magenta and yellow inks.</p>
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| Author
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Antanas Verikas +
, Kerstin Malmqvist +
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| Conference
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1995 IEEE International Conference on Neural Networks, the University of Western Australia, Perth, Western Australia, 27 November-1 December 1995
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| DOI
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http://dx.doi.org/10.1109/ICNN.1995.488878 +
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| Diva
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http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:544660
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| EndPage
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1718 +
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| HostPublication
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1995 IEEE International Conference on Neural Networks : Proceedings, the University of Western Australia, Perth, Western Australia, 27 November-1 December 1995 (Vol. 4) +
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| PublicationType
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Conference Paper +
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| Publisher
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IEEE Press +
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| Series
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IEEE International Conference on Neural Networks - Conference Proceedings ; 1995 +
|
| StartPage
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1713 +
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| Title
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Increasing colour image segmentation accuracy by means of fuzzy post-processing +
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| Year
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1995 +
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| Has queryThis property is a special property in this wiki.
|
Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
, Publications:Increasing colour image segmentation accuracy by means of fuzzy post-processing +
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| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:41:13 +
|
