SemiDocSeg: harnessing semi-supervised learning for document layout analysis Ayan BanerjeeSanket BiswasUmapada Pal Special Issue Paper 04 June 2024
CHWmaster: mastering Chinese handwriting via sliding-window recurrent neural networks Shilong LiShusen TangZhouhui Lian Special Issue Paper 02 June 2024
Compactnet: a lightweight convolutional neural network for one-shot online signature verification Napa Sae-BaeNida ChatwattanasiriSomkait Udomhunsakul Original Paper 27 May 2024
Parstr: partially autoregressive scene text recognition Rina BuoyMasakazu IwamuraKoichi Kise Special Issue Paper 22 May 2024
Am I readable? Transfer learning based document image rectification Pooja KumariSukhendu Das Special Issue Paper 22 May 2024
Towards reduced-complexity scene text recognition (RCSTR) through a novel salient feature selection Rina BuoyMasakazu IwamuraKoichi Kise Special Issue Paper 22 May 2024
Generate, transform, and clean: the role of GANs and transformers in palm leaf manuscript generation and enhancement Nimol ThuonJun DuPengfei Hu Special Issue Paper 20 May 2024
Hand-drawn cadastral map parsing, stitching and assembly via jigsaw puzzles Tauseef IftikharNazar Khan Original Paper 14 May 2024
Experimental study of rehearsal-based incremental classification of document streams Usman MalikMuriel VisaniAurelie Joseph Original Paper 11 May 2024
Deformity removal from handwritten text documents using variable cycle GAN Shivangi NigamAdarsh Prasad BeheraP. Nagabhushan Original Paper 07 May 2024
Automated systems for diagnosis of dysgraphia in children: a survey and novel framework Jayakanth KunhothSomaya Al-MaadeedMoutaz Saleh Survey Open access 15 April 2024
Datasets and annotations for layout analysis of scientific articles Andrea GemelliSimone MarinaiFrancesco Santoni Survey Open access 18 March 2024
Children age group detection based on human–computer interaction and time series analysis Juan Carlos Ruiz-GarciaCarlos HojasJaime Herreros-Rodriguez Original Paper Open access 06 March 2024
An unsupervised automatic organization method for Professor Shirakawa’s hand-notated documents of oracle bone inscriptions Xuebin YueZiming WangLin Meng Original Paper Open access 05 March 2024
On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks Dayvid CastroCleber ZanchettinLuís A. Nunes Amaral Original Paper 20 February 2024
Training transformer architectures on few annotated data: an application to historical handwritten text recognition Killian BarrereYann SoullardBertrand Coüasnon Original Paper 25 January 2024
Open writer identification from handwritten text fragments using lite convolutional neural network Amina BriberYoucef Chibani Original Paper 26 December 2023
Improving accuracy and explainability of online handwritten character recognition Hilda AzimiSteven ChangKoray Karabina Original Paper 19 December 2023
Background grid extraction from historical hand-drawn cadastral maps Tauseef IftikharNazar Khan Original Paper 08 December 2023
Attention-based multiple siamese networks with primary representation guiding for offline signature verification Yu-Jie XiongSong-Yang ChengYu-Jin Zhang Original Paper 09 October 2023 Pages: 195 - 208
SoftCTC—semi-supervised learning for text recognition using soft pseudo-labels Martin KiššMichal HradišMichal Kula Special Issue Paper 06 October 2023 Pages: 177 - 193
Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images Chulwoo PackLeen-Kiat SohElizabeth Lorang Original Paper Open access 28 September 2023 Pages: 159 - 175
Offline handwritten mathematical recognition using adversarial learning and transformers Ujjwal ThakurAnuj Sharma Original Paper 09 September 2023 Pages: 147 - 158
TableStrRec: framework for table structure recognition in data sheet images Johan FernandesBin XiaoAla Abu Alkheir Original Paper 08 September 2023 Pages: 127 - 145
The image and ground truth dataset of Mongolian movable-type newspapers for text recognition Min LuFeilong BaoGuanglai Gao Original Paper 07 September 2023 Pages: 113 - 125
A deep learning-based solution for digitization of invoice images with automatic invoice generation and labelling Halil ArslanYunus Emre IşıkYasin Görmez Original Paper 25 August 2023 Pages: 97 - 109
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR Koushik RoyMd Sazzad HossainNabeel Mohammed Original Paper 05 August 2023 Pages: 73 - 95
Editorial for special issue on “advanced topics in document analysis and recognition” Koichi KiseRichard ZanibbiGernot A. Fink Editorial 03 August 2023 Pages: 171 - 173
Attribute-based document image retrieval Melissa CoteAlexandra Branzan Albu Original Paper 17 July 2023 Pages: 57 - 71
Correction to: MRZ code extraction from visa and passport documents using convolutional neural networks Yichuan LiuHailey JorenDan Raviv Correction 11 July 2023 Pages: 111 - 111
Classification of incunable glyphs and out-of-distribution detection with joint energy-based models Florian KordonNikolaus WeichselbaumerVincent Christlein Special Issue Paper Open access 22 June 2023 Pages: 223 - 240
Chinese text recognition enhanced by glyph and character semantic information Shilian WuYongrui LiZengfu Wang Original Paper 22 June 2023 Pages: 45 - 56
Chart classification: a survey and benchmarking of different state-of-the-art methods Jennil ThiyamSanasam Ranbir SinghPrabin Kumar Bora Original Paper 20 June 2023 Pages: 19 - 44
IAMonSense: multi-level handwriting classification using spatiotemporal information Ahmad MustafidJunaid YounasSheraz Ahmed Special Issue Paper 08 June 2023 Pages: 303 - 319
BPFormNet: a lightweight block pyramid network for form segmentation and classification Hanyang LinYongzhao ZhanChongshu Wu Original Paper 08 June 2023 Pages: 1 - 17
LSTM-based Siamese neural network for Urdu news story segmentation Muhammad Nauman Ahmed BhattiImran SiddiqiMomina Moetesum Special Issue Paper 03 June 2023 Pages: 363 - 373
Scheme for palimpsests reconstruction using synthesized dataset Boraq MadiReem AlaasamJihad El-Sana Original Paper 29 May 2023 Pages: 211 - 222
Printed Ottoman text recognition using synthetic data and data augmentation Esma F. Bilgin Tasdemir Special Issue Paper 24 May 2023 Pages: 273 - 287
Line extraction in handwritten documents via instance segmentation Adeela IslamTayaba AnjumNazar Khan Special Issue Paper 21 May 2023 Pages: 335 - 346
An accurate approach to real-time machine-readable zone detection with mobile devices Alexander GayerDaria ErshovaVladimir V. Arlazarov Special Issue Paper 18 May 2023 Pages: 321 - 334
Online handwriting trajectory reconstruction from kinematic sensors using temporal convolutional network Wassim SwailehFlorent ImbertEric Anquetil Special Issue Paper 17 May 2023 Pages: 289 - 302
End-to-end optical music recognition for pianoform sheet music Antonio Ríos-VilaDavid RizoJorge Calvo-Zaragoza Special Issue Paper Open access 12 May 2023 Pages: 347 - 362
Historical document image analysis using controlled data for pre-training Najoua RahalLars VögtlinRolf Ingold Special Issue Paper Open access 10 May 2023 Pages: 241 - 254
Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping Felix HertleinAlexander NaumannPatrick Philipp Special Issue Paper Open access 29 April 2023 Pages: 175 - 186
A brief review of state-of-the-art object detectors on benchmark document images datasets Trong Thuan NguyenHai LeKhang Nguyen Survey 25 April 2023 Pages: 433 - 451
Analyzing the potential of active learning for document image classification Saifullah SaifullahStefan AgneSheraz Ahmed Special Issue Paper Open access 25 April 2023 Pages: 187 - 209
An end-to-end pipeline for historical censuses processing Rémi PetitpierreMarion KramerLucas Rappo Original Paper Open access 17 March 2023 Pages: 419 - 432
Large-scale genealogical information extraction from handwritten Quebec parish records Solène TarrideMartin MaarandChristopher Kermorvant Special Issue Paper 30 January 2023 Pages: 255 - 272
HWNet v3: a joint embedding framework for recognition and retrieval of handwritten text Praveen KrishnanKartik DuttaC. V. Jawahar Original Paper 28 January 2023 Pages: 401 - 417
Trajectory-based recognition of in-air handwritten Assamese words using a hybrid classifier network Ananya ChoudhuryKandarpa Kumar Sarma Original Paper 18 January 2023 Pages: 375 - 400