Non‐linear dimensionality reduction using fuzzy lattices

The proposed method is based on extraction of non‐linearity from the nearest neighbourhood elements of image. To detect non‐linearity, relation between the nearest neighbourhood elements of the image, have been expressed in terms of Gaussian membership functions. All the elements of the image are co...

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Bibliographic Details
Main Authors: Rajiv Kapoor, Rashmi Gupta
Format: Article
Language:English
Published: Wiley 2013-06-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/iet-cvi.2012.0097