texture segmentation

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• Published Subscription 30 Nov 2012

  Texture Segmentation Using Multichannel Filtering And Kohonen’s Self Organizing Map

  By Meenakshi Pramanik, Parichay Das

  Abstract: The texture is very important cue in region based segmentation of images. Texture features play a very important role in computer vision and pattern recognition. Texture segmentation can be broken down into two areas, feature extraction and clustering. In this paper, we implement two stage of feature extraction technique using multichannel filter and Self Organizing Map (SOM). Firstly, we go through channel filters, also known as 2-D Gabor functions. The …

  Published in Journal of Alternate Energy Sources & Technologies · Vol. 3, Issue 3, 2012 · pp. 17–30 Read article →