SOM: A Computer Vision Technique for Face Sketch Featured Database

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Provided by: Auricle Technologies
Topic: Big Data
Format: PDF
Self-Organizing Maps (SOM's) found to be an improved data management computer vision technique used for the closed matching of face vs sketch identification system based on neural network of untrained input images with trained database of images. Parameters for the SOM neural network are selected to be a minimum and maximum point for each row on a vector of training database. In this paper 64 minimum and 64 maximum pixel intensity values selected altogether using 8x8 image masking technique.
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