Results 21 to 30 of about 35,621 (254)

AT-Text: Assembling Text Components for Efficient Dense Scene Text Detection

open access: yesFuture Internet, 2020
Text detection is a prerequisite for text recognition in scene images. Previous segmentation-based methods for detecting scene text have already achieved a promising performance.
Haiyan Li, Hongtao Lu
doaj   +1 more source

Text Line Extraction in Historical Documents Using Mask R-CNN

open access: yesSignals, 2022
Text line extraction is an essential preprocessing step in many handwritten document image analysis tasks. It includes detecting text lines in a document image and segmenting the regions of each detected line.
Ahmad Droby   +5 more
doaj   +1 more source

Binarization and Segmentation Framework for Sundanese Ancient Documents

open access: yesJurnal Sains Dasar, 2017
Binarization and segmentation process are two first important methods for optical character recognition system. For ancient document image which is written by human, binarization process remains a major challenge.In general, it is occurring because the ...
Erick Paulus   +4 more
doaj   +1 more source

Seam carving, horizontal projection profile and contour tracing for line and word segmentation of language independent handwritten documents

open access: yesResults in Engineering, 2023
Handwritten documents are, as always, highly challenging for recognition tasks compared to printed documents. Rather than using isolated characters as elementary components for recognition, practical documents use words or character strings.
Mamatarani Das, Mrutyunjaya Panda
doaj   +1 more source

Accurate Fine-Grained Layout Analysis for the Historical Tibetan Document Based on the Instance Segmentation

open access: yesIEEE Access, 2021
Accurate layout analysis without subsequent text-line segmentation remains an ongoing challenge, especially when facing the Kangyur, a kind of historical Tibetan document featuring considerable touching components and mottled background.
Penghai Zhao   +4 more
doaj   +1 more source

Line Segmentation of Handwritten Text Using Histograms and Tensor Voting

open access: yesInternational Journal of Applied Mathematics and Computer Science, 2020
There are a large number of historical documents in libraries and other archives throughout the world. Most of them are written by hand. In many cases they exist in only one specimen and are hard to reach.
Babczyński Tomasz, Ptak Roman
doaj   +1 more source

A probabilistic framework for handwritten text line segmentation

open access: yesCoRR, 2018
47 pages, 23 ...
Francisco Cruz 0003   +1 more
openaire   +2 more sources

ResneSt-Transformer: Joint attention segmentation-free for end-to-end handwriting paragraph recognition model

open access: yesArray, 2023
Offline handwritten text recognition (HTR) typically relies on segmented text-line images for training and transcription. However, acquiring line-level position and transcript information can be challenging and time-consuming, while automatic line ...
Mohammed Hamdan, Mohamed Cheriet
doaj   +1 more source

Handwritten Arabic Documents Segmentation into Text Lines using Seam Carving

open access: yesInternational Journal of Interactive Multimedia and Artificial Intelligence, 2019
Inspired from human perception and common text documents characteristics based on readability constraints, an Arabic text line segmentation approach is proposed using seam carving.
Abdelghani Souhar, Mehdi Daldali
doaj   +1 more source

An efficient, font independent word and character segmentation algorithm for printed Arabic text

open access: yesJournal of King Saud University: Computer and Information Sciences, 2022
Characters segmentation is a necessity and the most critical stage in Arabic OCR system. It has attracted the interest of a wide range of researchers. However, the nature of the Arabic cursive script poses extra challenges that need further investigation.
Aziz Qaroush   +5 more
doaj   +1 more source

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