The method of search for falsifications in copies of contractual documents based on N-grams

Oleg Slavin; Elena Andreeva; Vladimir V. Arlazarov

doi:10.1117/12.2587026

4 January 2021 The method of search for falsifications in copies of contractual documents based on N-grams

Oleg Slavin, Elena Andreeva, Vladimir V. Arlazarov

Proceedings Volume 11605, Thirteenth International Conference on Machine Vision; 116051A (2021) https://doi.org/10.1117/12.2587026
Event: Thirteenth International Conference on Machine Vision, 2020, Rome, Italy

Abstract

This article is focused on methods of search for falsifications in scanned copies of business documents. This task arises from a comparison of two copies of business documents signed by two parties. The comparison should be performed to detect possible changes made by one of the parties. This problem is relevant, for instance, in the banking sector when signing agreements on paper. The method of partial search for matching flexible documents, where text attributes may be changed, and unintentional modifications of non-essential words may be made is considered. The method of comparison of two scanned images based on the recognition and analysis of N-grams word sequences is proposed. The proposed method has been tested on private dataset. The proposed method has demonstrated high quality and reliability of the search for differences in two samples of one agreement-type document.

Citation Download Citation

Oleg Slavin, Elena Andreeva, and Vladimir V. Arlazarov "The method of search for falsifications in copies of contractual documents based on N-grams", Proc. SPIE 11605, Thirteenth International Conference on Machine Vision, 116051A (4 January 2021); https://doi.org/10.1117/12.2587026

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