It then categorizes offline document images into different classes according to the nature of the challenges one faces, in an attempt to provide insight into various techniques presented in the literature. The pros and cons of various techniques are explained wherever possible. Along with the ...
Section 2 gives an overview of the recent literature on deep gen- erative models, image encoders, and diagram-based tasks and datasets. Section 3 describes Paper2Fig100k, a novel dataset of research figures and texts. In Section 4 we pro- pose OCR-VQGAN, an image encoder focused in...
This paper introduces a graph convolution-based model to combine textual and visual information presented in Visually Rich documents (VRDs). Graph embeddings are trained to summarize the context of a text segment in the document, and further combined with text embeddings for entity extraction. In th...
In the literature, many feature types are proposed for document classification. However, an extensive and systematic evaluation of the various approaches has not yet been done. In particular, evaluations on OCR documents are very rare. In this paper we investigate seven text representations based on...
paper describesa simple andeffectivefor printed documentsin Kannada,Hindiand English text border languagerecognition technology.Thetechnology is supported by OCR system,set up toextractthe boundary ofasi ngle textinthetext image ofthe top oftheoutlineandbottom ...
because it is not that character. This causes training and inference mistakes for the model. The solution is to identify these homoglyphs and change them all to the selected character. For Latin characters, dictionaries solve the problem, but for Japanese or Chinese literature, homoglyphs require...
Literature Abbreviations Index Ordering Information 13 14 MS-DOS Pocket Guide included in this manual 6ES5 998-IA T21 Release 02 C79000-M85764648-03 Warning Risks involved in the use of so-called SIMATIC-compatible modules of non-Siemens manufacture "The manufacturer of a product (SIMATIC in ...
When comments are provided, a point of contact would be helpful. You are encouraged to sU9gest alternatives to the Government approach and provide suggest10ns for obtaining and sustaining competition. . Please submit your comments in writing. All responses will be treated confidentially and will ...