Oct 23, 2006 · A new band-selection method based on mutual information (MI) is proposed. MI measures the statistical dependence between two random variables.
Oct 22, 2024 · Spectral band selection is a fundamental problem in hyperspectral data processing. In this letter, a new band-selection method based on ...
Oct 22, 2022 · In this paper we use mutual information (MI) to select the relevant bands; and the Normalized Mutual Information coefficient to avoid and control redundant ...
This paper proposes a novel hyperspectral BS method based upon mutual information (MI). The proposed method tries to find the least redundant and most ...
In this paper, we propose a new band selection method based on spatial mutual information. As validation criteria, a supervised classification method using ...
The optimal representative band selection is based on the criteria of minimizing the distance inside each cluster and maximizing the distance among different ...
Mar 14, 2024 · Band selection for hyperspectral image classification using mutual information ; Published date: 2006 ; Organisations: Electronic & Software ...
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Dec 30, 2024 · Band selection based on density peak clustering is utilized for handling non-spherical data in band clustering. Another clustering-based method ...
In this paper, we propose a new band selection method based on spatial mutual information. As validation criteria, a supervised classification method using ...
In this paper we use mutual information (MI) to select the relevant bands; and the Normalized Mutual Information coefficient to avoid and control redundant ones ...