Articles

1. Automated systems for diagnosis of dysgraphia in children: a survey and novel framework

   • Jayakanth Kunhoth
   • Somaya Al-Maadeed
   • Moutaz Saleh

   Survey Open access 15 April 2024

   

2. Datasets and annotations for layout analysis of scientific articles

   • Andrea Gemelli
   • Simone Marinai
   • Francesco Santoni

   Survey Open access 18 March 2024

   

3. Children age group detection based on human–computer interaction and time series analysis

   • Juan Carlos Ruiz-Garcia
   • Carlos Hojas
   • Jaime Herreros-Rodriguez

   Original Paper Open access 06 March 2024

   

4. An unsupervised automatic organization method for Professor Shirakawa’s hand-notated documents of oracle bone inscriptions

   • Xuebin Yue
   • Ziming Wang
   • Lin Meng

   Original Paper Open access 05 March 2024

   

5. On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks

   • Dayvid Castro
   • Cleber Zanchettin
   • Luís A. Nunes Amaral

   Original Paper 20 February 2024

   

6. Training transformer architectures on few annotated data: an application to historical handwritten text recognition

   • Killian Barrere
   • Yann Soullard
   • Bertrand Coüasnon

   Original Paper 25 January 2024

   

7. Open writer identification from handwritten text fragments using lite convolutional neural network

   • Amina Briber
   • Youcef Chibani

   Original Paper 26 December 2023

   

8. Improving accuracy and explainability of online handwritten character recognition

   • Hilda Azimi
   • Steven Chang
   • Koray Karabina

   Original Paper 19 December 2023

   

9. Background grid extraction from historical hand-drawn cadastral maps

   • Tauseef Iftikhar
   • Nazar Khan

   Original Paper 08 December 2023

   

10. Attention-based multiple siamese networks with primary representation guiding for offline signature verification

    • Yu-Jie Xiong
    • Song-Yang Cheng
    • Yu-Jin Zhang

    Original Paper 09 October 2023

    

11. SoftCTC—semi-supervised learning for text recognition using soft pseudo-labels

    • Martin Kišš
    • Michal Hradiš
    • Michal Kula

    Special Issue Paper 06 October 2023

    

12. Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images

    • Chulwoo Pack
    • Leen-Kiat Soh
    • Elizabeth Lorang

    Original Paper Open access 28 September 2023

    

13. Offline handwritten mathematical recognition using adversarial learning and transformers

    • Ujjwal Thakur
    • Anuj Sharma

    Original Paper 09 September 2023

    

14. TableStrRec: framework for table structure recognition in data sheet images

    • Johan Fernandes
    • Bin Xiao
    • Ala Abu Alkheir

    Original Paper 08 September 2023

    

15. The image and ground truth dataset of Mongolian movable-type newspapers for text recognition

    • Min Lu
    • Feilong Bao
    • Guanglai Gao

    Original Paper 07 September 2023

    

16. A deep learning-based solution for digitization of invoice images with automatic invoice generation and labelling

    • Halil Arslan
    • Yunus Emre Işık
    • Yasin Görmez

    Original Paper 25 August 2023 Pages: 97 - 109

    

17. A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR

    • Koushik Roy
    • Md Sazzad Hossain
    • Nabeel Mohammed

    Original Paper 05 August 2023 Pages: 73 - 95

    

18. Editorial for special issue on “advanced topics in document analysis and recognition”

    • Koichi Kise
    • Richard Zanibbi
    • Gernot A. Fink

    Editorial 03 August 2023 Pages: 171 - 173

19. Attribute-based document image retrieval

    • Melissa Cote
    • Alexandra Branzan Albu

    Original Paper 17 July 2023 Pages: 57 - 71

    

20. Correction to: MRZ code extraction from visa and passport documents using convolutional neural networks

    • Yichuan Liu
    • Hailey Joren
    • Dan Raviv

    Correction 11 July 2023 Pages: 111 - 111

21. Classification of incunable glyphs and out-of-distribution detection with joint energy-based models

    • Florian Kordon
    • Nikolaus Weichselbaumer
    • Vincent Christlein

    Special Issue Paper Open access 22 June 2023 Pages: 223 - 240

    

22. Chinese text recognition enhanced by glyph and character semantic information

    • Shilian Wu
    • Yongrui Li
    • Zengfu Wang

    Original Paper 22 June 2023 Pages: 45 - 56

    

23. Chart classification: a survey and benchmarking of different state-of-the-art methods

    • Jennil Thiyam
    • Sanasam Ranbir Singh
    • Prabin Kumar Bora

    Original Paper 20 June 2023 Pages: 19 - 44

    

24. IAMonSense: multi-level handwriting classification using spatiotemporal information

    • Ahmad Mustafid
    • Junaid Younas
    • Sheraz Ahmed

    Special Issue Paper 08 June 2023 Pages: 303 - 319

    

25. BPFormNet: a lightweight block pyramid network for form segmentation and classification

    • Hanyang Lin
    • Yongzhao Zhan
    • Chongshu Wu

    Original Paper 08 June 2023 Pages: 1 - 17

    

26. LSTM-based Siamese neural network for Urdu news story segmentation

    • Muhammad Nauman Ahmed Bhatti
    • Imran Siddiqi
    • Momina Moetesum

    Special Issue Paper 03 June 2023 Pages: 363 - 373

    

27. Scheme for palimpsests reconstruction using synthesized dataset

    • Boraq Madi
    • Reem Alaasam
    • Jihad El-Sana

    Original Paper 29 May 2023 Pages: 211 - 222

    

28. Printed Ottoman text recognition using synthetic data and data augmentation

    • Esma F. Bilgin Tasdemir

    Special Issue Paper 24 May 2023 Pages: 273 - 287

    

29. Line extraction in handwritten documents via instance segmentation

    • Adeela Islam
    • Tayaba Anjum
    • Nazar Khan

    Special Issue Paper 21 May 2023 Pages: 335 - 346

    

30. An accurate approach to real-time machine-readable zone detection with mobile devices

    • Alexander Gayer
    • Daria Ershova
    • Vladimir V. Arlazarov

    Special Issue Paper 18 May 2023 Pages: 321 - 334

    

31. Online handwriting trajectory reconstruction from kinematic sensors using temporal convolutional network

    • Wassim Swaileh
    • Florent Imbert
    • Eric Anquetil

    Special Issue Paper 17 May 2023 Pages: 289 - 302

    

32. End-to-end optical music recognition for pianoform sheet music

    • Antonio Ríos-Vila
    • David Rizo
    • Jorge Calvo-Zaragoza

    Special Issue Paper Open access 12 May 2023 Pages: 347 - 362

    

33. Historical document image analysis using controlled data for pre-training

    • Najoua Rahal
    • Lars Vögtlin
    • Rolf Ingold

    Special Issue Paper Open access 10 May 2023 Pages: 241 - 254

    

34. Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping

    • Felix Hertlein
    • Alexander Naumann
    • Patrick Philipp

    Special Issue Paper Open access 29 April 2023 Pages: 175 - 186

    

35. A brief review of state-of-the-art object detectors on benchmark document images datasets

    • Trong Thuan Nguyen
    • Hai Le
    • Khang Nguyen

    Survey 25 April 2023 Pages: 433 - 451

    

36. Analyzing the potential of active learning for document image classification

    • Saifullah Saifullah
    • Stefan Agne
    • Sheraz Ahmed

    Special Issue Paper Open access 25 April 2023 Pages: 187 - 209

    

37. An end-to-end pipeline for historical censuses processing

    • Rémi Petitpierre
    • Marion Kramer
    • Lucas Rappo

    Original Paper Open access 17 March 2023 Pages: 419 - 432

    

38. Large-scale genealogical information extraction from handwritten Quebec parish records

    • Solène Tarride
    • Martin Maarand
    • Christopher Kermorvant

    Special Issue Paper 30 January 2023 Pages: 255 - 272

    

39. HWNet v3: a joint embedding framework for recognition and retrieval of handwritten text

    • Praveen Krishnan
    • Kartik Dutta
    • C. V. Jawahar

    Original Paper 28 January 2023 Pages: 401 - 417

    

40. Trajectory-based recognition of in-air handwritten Assamese words using a hybrid classifier network

    • Ananya Choudhury
    • Kandarpa Kumar Sarma

    Original Paper 18 January 2023 Pages: 375 - 400

    

41. Review of chart image detection and classification

    • Filip Bajić
    • Josip Job

    Survey 12 January 2023 Pages: 453 - 474

    

42. Adaptive dewarping of severely warped camera-captured document images based on document map generation

    • C. H. Nachappa
    • N. Shobha Rani
    • M. Gokulnath

    Original Paper 09 January 2023 Pages: 149 - 169

    

43. Refocus attention span networks for handwriting line recognition

    • Mohammed Hamdan
    • Himanshu Chaudhary
    • Mohamed Cheriet

    Original Paper 25 December 2022 Pages: 131 - 147

    

44. Advances in handwriting recognition

    • Utkarsh Porwal
    • Alicia Fornés
    • Faisal Shafait

    Editorial 09 November 2022 Pages: 241 - 243

45. Tables to LaTeX: structure and content extraction from scientific tables

    • Pratik Kayal
    • Mrinal Anand
    • Mayank Singh

    Original Paper 27 October 2022 Pages: 121 - 130

    

46. Retrieval-based language model adaptation for handwritten Chinese text recognition

    • Shuying Hu
    • Qiufeng Wang
    • Frans Coenen

    Original Paper 27 October 2022 Pages: 109 - 119

    

47. WriterINet: a multi-path deep CNN for offline text-independent writer identification

    • A. Chahi
    • Y. El merabet
    • R. Touahni

    Original Paper 14 October 2022 Pages: 89 - 107

    

48. A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks

    • Aejaz Farooq Ganai
    • Farida Khursheed

    Special Issue Paper 07 October 2022 Pages: 351 - 371

    

49. Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition

    • Nauman Riaz
    • Haziq Arbab
    • Faisal Shafait

    Special Issue Paper 23 September 2022 Pages: 373 - 384

    

50. Benchmarking online sequence-to-sequence and character-based handwriting recognition from IMU-enhanced pens

    • Felix Ott
    • David Rügamer
    • Christopher Mutschler

    Special Issue Paper Open access 22 September 2022 Pages: 385 - 414