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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Sourati, Jamshid, Brooks, Dana H., Dy, Jennifer G., Erdogmus, Deniz
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
Schlagworte:
Online Zugang: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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