Results 11 to 20 of about 36,786 (257)

DCNet: Noise-Robust Convolutional Neural Networks for Degradation Classification on Ancient Documents

open access: yesJournal of Imaging, 2021
Analysis of degraded ancient documents is challenging due to the severity and combination of degradation present in a single image. Ancient documents also suffer from additional noise during the digitalization process, particularly when digitalization is
Fitri Arnia   +2 more
doaj   +1 more source

Intelligent Document-filling System with Source Document Electronization on Mobile Devices Based on Image Recognition [PDF]

open access: yesJisuanji gongcheng, 2017
In order to realize the automatic electronization for source document,this paper proposes an automatic source document classification method based on image features.Based on the document layout analysis of rule hypothesis tree,an intelligent document ...
LU Jing,SONG Bin,XIANG Wanhong,WU Shihong,SUN Xiaodong,TANG Jing
doaj   +1 more source

Deep Learning Method for Handwriting Recognition

open access: yesMANAS: Journal of Engineering, 2021
The advancement of technology nowadays resulted into documents, such as forms and petitions, being filled out in computer and digital environment. Yet in some cases, documents are still preserved in traditional style, on print.
Abdullah Erdal Tümer   +1 more
doaj   +1 more source

Identity Documents Classification as an Image Classification Problem [PDF]

open access: yes, 2017
This paper studies the classification of images of identification documents. This problem is critical in various security context where proposed system must offer high performances. We address this challenge as an image classification problem, which has received a large attention from the scientific community.
Sicre, Ronan   +2 more
openaire   +2 more sources

Automatic Topic-Based Web Page Classification Using Deep Learning

open access: yesJOIV: International Journal on Informatics Visualization, 2023
The internet is frequently surfed by people by using smartphones, laptops, or computers in order to search information online in the web. The increase of information in the web has made the web pages grow day by day.
Siti Hawa Apandi   +3 more
doaj   +1 more source

Complex Document Classification and Localization Application on Identity Document Images [PDF]

open access: yes2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), 2017
This paper studies the problem of document image classification. More specifically, we address the classification of documents composed of few textual information and complex background (such as identity documents). Unlike most existing systems, the proposed approach simultaneously locates the document and recognizes its class. The latter is defined by
Awal, Ahmad-Montaser   +3 more
openaire   +2 more sources

Document image analysis and recognition: a survey

open access: yesКомпьютерная оптика, 2022
This paper analyzes the problems of document image recognition and the existing solutions. Document recognition algorithms have been studied for quite a long time, but despite this, currently, the topic is relevant and research continues, as evidenced by
V.V. Arlazarov   +6 more
doaj   +1 more source

Evaluating Adversarial Robustness on Document Image Classification

open access: yes, 2023
The 17th International Conference on Document Analysis and ...
Timothée Fronteau   +2 more
openaire   +2 more sources

A Multi-Modal Approach to Digital Document Stream Segmentation for Title Insurance Domain

open access: yesIEEE Access, 2022
In the twenty-first century, storing and managing digital documents has become commonplace for all corporate and public sectors around the world. Physical documents are scanned in batches and stored in a digital archive as a heterogeneous document stream,
Abhijit Guha   +4 more
doaj   +1 more source

Bag–of–Colors for Biomedical Document Image Classification [PDF]

open access: yes, 2013
The number of biomedical publications has increased noticeably in the last 30 years. Clinicians and medical researchers regularly have unmet information needs but require more time for searching than is usually available to find publications relevant to a clinical situation.
Alba Garcia Seco de Herrera   +2 more
openaire   +1 more source

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