Regional appearance modeling based on the clustering of intensity profiles

► Regional clustering with no requirement for accurate pointwise registration. ► Propose multimodal assignment: each vertex may have several appearance modes. ► First use of spectral clustering on intensity profiles with selection of number of classes. ► New boosted clustering method with localizati...

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Veröffentlicht in:	Computer vision and image understanding 2013-06, Vol.117 (6), p.705-717
Hauptverfasser:	Chung, François, Delingette, Hervé
Format:	Artikel
Sprache:	eng
Schlagworte:	Appearance modeling Applied sciences Artificial intelligence Biological and medical sciences Classification Clustering Computer Science Computer science control theory systems Data processing. List processing. Character string processing Engineering Sciences Exact sciences and technology Image Processing Image segmentation Investigative techniques, diagnostic techniques (general aspects) Medical Imaging Medical sciences Memory organisation. Data processing Model-based image segmentation Modeling and Simulation Pathology Pattern recognition. Digital image processing. Computational geometry Principal component analysis Signal and Image Processing Software Spectra Stores Unsupervised clustering
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