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Source separation in hyperspectral imagery
The thesis presents new techniques for classification and unmixing of hyperspectral remote sensing data. The main issues connected to this kind of data (in particular... -
Plugin procedure in segmentation and application to hyperspectral image segme...
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A Proposition for Fixing the Dimensionality of a Laplacian Low-rank Approxima...
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Bi-clustering continuous data with self-organizing map
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Constraint Selection-Based Semi-supervised Feature Selection.
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A proposition of Interactive Visual Clustering System
This paper describes a novel interactive clustering system that allows a user to iteratively update a clustering structure. The system uses a 2D projection, both as... -
New Algorithm for Dimensionality Reduction Applied in Hyperspectral Image
In hyperspectral imaging, the volumes of data acquired often reach the gigabyte for a single scene observed. Therefore, the analysis of these data complex physical... -
BandClust: An Unsupervised Band Reduction Method for Hyperspectral Remote Sen...
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Descriptor Optimization for Multimedia Indexing and Retrieval
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