| Abstract
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<p>This paper presents an approach t … <p>This paper presents an approach to determining colours of specks in an image taken from a pulp sample. The task is solved through colour classification by an artificial neural network. The network is trained using possibilistic target values. The problem of post-processing of a pixelwise-classified image is addressed from the point of view of the Dempster-Shafer theory of evidence. Each neighbour of a pixel being analysed is considered as an item of evidence supporting particular hypotheses regarding the class label of that pixel. The experiments performed have shown that the colour classification results correspond well with the human perception of colours of the specks.</p>eption of colours of the specks.</p>
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| Author
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Antanas Verikas +
, Kerstin Malmqvist +
, Marija Bacauskiene +
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| Conference
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International Joint Conference on Neural Networks (IJCNN'2000), Como, Italy, July 24-27, 2000
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| DOI
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http://dx.doi.org/10.1109/IJCNN.2000.857912 +
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| Diva
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http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:541024
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| EndPage
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302 +
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| HostPublication
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IJCNN 2000 : Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, Como, Italy, 24-27 July 2000, Vol. 2 +
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| PublicationType
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Conference Paper +
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| Publisher
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IEEE Computer Society +
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| Series
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IEEE International Joint Conference on Neural Networks (IJCNN) +
|
| StartPage
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297 +
|
| Title
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Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
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| Year
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2000 +
|
| Has queryThis property is a special property in this wiki.
|
Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
, Publications:Combining neural networks, fuzzy sets, and evidence theory based approaches for analysing colour images +
|
| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:40:34 +
|
