Neural Perceptual Model to Global-Local Vision for the Recognition of the Logical Structure of Administrative Documents

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Provided by: Academy & Industry Research Collaboration Center
Topic: Networking
Format: PDF
In this paper, the authors gives the definition of Transparent Neural Network \"TNN\" for the simulation of the global local vision and its application to the segmentation of administrative document image. They have developed and have adapted a recognition method which models the contextual effects reported from studies in experimental psychology. Then, they evaluated and tested the TNN and the multi-layer perceptron \"MLP\", which showed its effectiveness in the field of the recognition, in order to show that the TNN is clearer for the user and more powerful on the level of the recognition.
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