Office Documents Classification under Limited Sample. A Case of Table Detection Inside Court Files

Deep convolutional neural networks (CNNs) became an industry standard in image processing. However, in order to keep their high efficiency, a large annotated sample is required in the case of supervised learning. In this paper we apply the techniques specific for relatively small sample to a court f...

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Bibliographic Details
Main Authors: Paweł Baranowski, Adrian Stepniak
Format: Article
Language:English
Published: University of Zagreb, Faculty of organization and informatics 2022-01-01
Series:Journal of Information and Organizational Sciences
Subjects:
Online Access:https://hrcak.srce.hr/file/421192