.. _sphx_glr_auto_examples_research_examples:

Research Examples
=================

Examples connected to papers, comparisons, and research-oriented use cases.


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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to use HDMRLib to extract representative spectral signatures from hyperspectral datasets like Indian Pines. We utilize Enhanced Multivariance Products Representation (EMPR) to decompose the 3D tensor into lower-dimensional components that represent the core spectral characteristics of the data. By isolating the behavior of the third dimension (spectral bands), we reach an average spectral signature that captures the essential information of the scene.">

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  :doc:`/auto_examples/research_examples/hyperspectral_signature`

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      <div class="sphx-glr-thumbnail-title">Hyperspectral Data Analysis using EMPR Spectral Signatures</div>
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   /auto_examples/research_examples/hyperspectral_signature