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CONSTRAINED SPECTRAL CLUSTERING FOR IMAGE SEGMENTATION

Constrained spectral clustering with affinity propagation in its original form is not practical for large scale problems like image segmentation. In this paper we employ novelty selection sub-sampling strategy, besides using efficient numerical eigen-decomposition methods to make this algorithm work...

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Detalhes bibliográficos
Main Authors: Sourati, Jamshid, Brooks, Dana H., Dy, Jennifer G., Erdogmus, Deniz
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3898593/
https://ncbi.nlm.nih.gov/pubmed/24466500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/MLSP.2012.6349765
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