OcrV1, Istex, Corpus, bibRecord, 000884

On Benchmarking of Invoice Analysis Systems

Identifieur interne : 000884 ( Istex/Corpus ); précédent : 000883; suivant : 000885

On Benchmarking of Invoice Analysis Systems

Auteurs : Bertin Klein ; Stefan Agne ; Andreas Dengel

Source :

Lecture Notes in Computer Science [ 0302-9743 ] ; 2006.

RBID : ISTEX:32DC35F79001212CE53B8DEF4CE01B0B19B46C6C

Abstract

Abstract: An approach is presented to guide the benchmarking of invoice analysis systems, a specific, applied subclass of document analysis systems. The state of the art of benchmarking of document analysis systems is presented, based on the processing levels: Document Page Segmentation, Text Recognition, Document Classification, and Information Extraction. The restriction to invoices enables and requires a more purposeful, i.e. detailed, targetting of the benchmarking procedures (acquisition of ground truth data, system runs, comparison of data, condensation into meaningful numbers). Therefore the processing of invoices is dissected. The involved data structures are elicited and presented. These are provided, being the building blocks of the actual benchmarking of invoice analysis systems.

Url:

https://api.istex.fr/document/32DC35F79001212CE53B8DEF4CE01B0B19B46C6C/fulltext/pdf

DOI: 10.1007/11669487_28

Links to Exploration step

ISTEX:32DC35F79001212CE53B8DEF4CE01B0B19B46C6C

Le document en format XML

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On Benchmarking of Invoice Analysis Systems

On Benchmarking of Invoice Analysis Systems

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