DocumentCode
3001810
Title
Logical labeling of document images based on form layout features
Author
Engel, Andreads ; Ubiel, Frankd
Author_Institution
Res. Center for Artificial Intelligence, Kaiserslautern, Germany
fYear
1997
fDate
35601
Firstpage
26
Lastpage
31
Abstract
Form classification and labeling is an important problem in the context of document processing. This paper presents a new method for exemplary learning the appearance of documents, i.e. empty forms. Taking scanned form images, the system identifies significant layout features and based on that, determines layout reference patterns. These patterns are used to classify and label filled instances of the represented forms. Thorough experimental tests show the reliability of the approach when applied to everyday documents
Keywords
business forms; document image processing; feature extraction; image classification; pattern recognition; document image logical labeling; document processing; empty forms; exemplary learning; form classification; form image scanning; form labeling; form layout features; layout reference patterns; reliability; Computer vision; Contracts; Financial management; Focusing; Labeling; Subscriptions; Testing; Visual perception;
fLanguage
English
Publisher
ieee
Conference_Titel
Document Image Analysis, 1997. (DIA '97) Proceedings., Workshop on
Conference_Location
San Juan
Print_ISBN
0-8186-8055-5
Type
conf
DOI
10.1109/DIA.1997.627088
Filename
627088
Link To Document