In this paper, we have presented substance or content based image construction from unordered subjective pieces of digital image. Sometime it is necessary to build a complete image from unordered pieces of image to build the complete image. In this developed technique four vector images has been taken from each of the input image to generate training set which in turn will be able to build the expected image. Input vector images have been trained and classified by eigenface method. After classifying the input vector image an efficient algorithm is developed to build the target image.
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