A new discriminative collaborative representation-based classification method via l2 regularizations

Bing Hou
Bing Hou
Shaoning Zeng
Shaoning Zeng

Neural Computing and Applications, pp. 9479-9493, 2019.

Cited by: 6|Bibtex|Views25|DOI:https://doi.org/10.1007/s00521-019-04460-x
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Other Links: academic.microsoft.com|dblp.uni-trier.de|link.springer.com

Abstract:

Collaborative representation-based classification (CRC) is one of the famous representation-based classification methods in pattern recognition. However, a testing sample in most of the CRC variants is collaboratively reconstructed by a linear combination of all the training samples from all the classes, the training samples from the clas...More

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