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CellClassifier_SSN.rar
... Network, that is taught by back propagation method.
It is capable to classify pictures containing one extracted cell to the one of two specified classes - mitotic or not mitotic.
Classification is based on analysing the whole picture (all the pixels).
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kmeans.zip
... Laurent Sorber (Laurent.Sorber@cs.kuleuven.be)
References:
[1] J. B. MacQueen, "Some Methods for Classification and Analysis of
MultiVariate Observations", in Proc. of the fifth Berkeley
Symposium on Mathematical Statistics ...
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ABCNNTrain.zip
... , LNCS: Modeling Decisions for Artificial Intelligence, 4617/2007, 318-329, 2007.
D. Karaboga, C. Ozturk, Neural Networks Training by Artificial Bee Colony Algorithm on Pattern Classification, Neural Network World, 19(3), 279-292, 2009.
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Biomedical_Image_Processing.rar
...
to understand the following chapters. Subsequently, the core steps of image
analysis, namely: feature extraction, segmentation, classification, quantitative measurements,
and interpretation are presented in separate sections. On account of
its high ...
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invmoments.zip
this is a code to calculate the moment invariant of images. the values which come out are capable of removing rotational, scaling, transnational variation in image given as input.classification can be done with the help of it.
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huinvmoments.rar
this is a code to calculate the moment invariant of images. the values which come out are capable of removing rotational, scaling, transnational variation in image given as input.classification can be done with the help of it.
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