Feature Extraction by Multilayer Perceptron - Visualization of Internal Representation of Input Data

M. Oravec and J. Pavlovicov (Slovak Republic)

Keywords

Multilayer Perceptron (MLP), visualization, internal representation, feature extraction, image compression, face recognition

Abstract

In this paper, we present methodology for manipulating the internal representation of input images formed by Multilayer Perceptron (MLP). Methods of ordering hidden layer outputs to two-dimensional form are described. Next, reordering of such representation is shown. Presented methods can be applied in feature extraction for image compression and pattern recognition.

Important Links:

• DOI:
• From Proceeding (583) Visualization, Imaging, and Image Processing - 2007

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