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conference paper
Dictionary Learning Based Dimensionality Reduction for Classification
2008
2008 3rd International Symposium on Communications, Control and Signal Processing
In this article we present a signal model for classification based on a low dimensional dictionary embedded into the high dimensional signal space. We develop an alternate projection algorithm to find the embedding and the dictionary and finally test the classification performance of our scheme in comparison to Fisher’s LDA.
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Name
Classification.pdf
Access type
openaccess
Size
96.14 KB
Format
Adobe PDF
Checksum (MD5)
f1bcc06b4f5d3cb87f6669aa193e6c21