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HANA: A handwritten name database for offline handwritten text recognition

open access: yesExplorations in Economic History, 2022
Methods for linking individuals across historical data sets, typically in combination with AI based transcription models, are developing rapidly. Probably the single most important identifier for linking is personal names. However, personal names are prone to enumeration and transcription errors and although modern linking methods are designed to ...
Christian M. Dahl   +3 more
openaire   +4 more sources

End-To-End Deep-Learning-Based Tamil Handwritten Document Recognition and Classification Model

open access: yesIEEE Access, 2023
Overview: Handwriting recognition (HR) involves converting handwritten text into machine-readable text. Tamil handwritten document recognition remains a challenging process in various text real-world applications owing to the differences in the sizes ...
C. Vinotheni, S. Lakshmana Pandian
doaj   +1 more source

Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions [PDF]

open access: yes, 2021
Handwritten Text Recognition (HTR) in free-layout pages is a valuable yet challenging task which aims to automatically understand handwritten texts. State-of-the-art approaches in this field usually encode input images with Convolutional Neural Networks,
Rita Cucchiara   +9 more
core   +1 more source

PHTI: Pashto Handwritten Text Imagebase for Deep Learning Applications

open access: yesIEEE Access, 2022
Document Image Analysis (DIA) is one of the research areas of Artificial Intelligence (AI) that converts document images into machine-readable codes. In DIA systems, Optical Character Recognition (OCR) plays a key role in digitizing document images.
Ibrar Hussain   +5 more
doaj   +1 more source

End-to-End Historical Handwritten Ethiopic Text Recognition Using Deep Learning

open access: yesIEEE Access, 2023
Recognizing handwritten text is a challenging task, especially for scripts with numerous alphabets and symbols. The Ethiopic script has a vast character set and is used for historical documents in typewritten, handwritten, and hand-printed forms. However,
Ruchika Malhotra, Maru Tesfaye Addis
doaj   +1 more source

A Residual-Attention Offline Handwritten Chinese Text Recognition Based on Fully Convolutional Neural Networks

open access: yesIEEE Access, 2021
Offline handwritten Chinese text recognition is one of the most challenging tasks in that it involves various writing styles, complex character-touching, and large number of character categories.
Yintong Wang   +3 more
doaj   +1 more source

Handwritten Character Recognition to Obtain Editable Text [PDF]

open access: yesE3S Web of Conferences, 2023
Optical character recognition involves distinguishing, grouping, and, in specific cases, remedying optical images/designs in a computerized picture.
Pravalika Jella   +3 more
doaj   +1 more source

Handwritten text recognition

open access: yesAIP Conference Proceedings
Handwritten text detection refers to the capacity of a computer system to interpret and understand handwritten input from various sources such as paper documents, touch displays, and photographs. Within the realm of pattern recognition, one specific area is handwritten text recognition, which involves categorizing and interpreting handwritten text.
Lydia Deborah Isaac   +3 more
  +5 more sources

A Scalable Handwritten Text Recognition System [PDF]

open access: yes2019 International Conference on Document Analysis and Recognition (ICDAR), 2019
Many studies on (Offline) Handwritten Text Recognition (HTR) systems have focused on building state-of-the-art models for line recognition on small corpora. However, adding HTR capability to a large scale multilingual OCR system poses new challenges.
R. Reeve Ingle   +4 more
openaire   +2 more sources

The Challenges of Recognizing Offline Handwritten Chinese: A Technical Review

open access: yesApplied Sciences, 2023
Offline handwritten Chinese recognition is an important research area of pattern recognition, including offline handwritten Chinese character recognition (offline HCCR) and offline handwritten Chinese text recognition (offline HCTR), which are closely ...
Lu Shen   +5 more
doaj   +1 more source

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