Documents and OCR
research papers

Albumentations in Documents and OCR research

Used in 26 research papers

Document understanding, OCR, handwriting, scene text, and layout analysis.

Hands writing on a document beside books and a desk lamp
Photo: Kindel Media on Pexels

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Most-cited research papers

Showing the top 26

  1. #1

    A First Look at Dataset Bias in License Plate Recognition

    2022
    20 citations

  2. #2

    Augraphy: A Data Augmentation Library for Document Images

    2023
    18 citations

  3. #3

    A Modular Region and Text Line Layout Analysis System

    2020
    16 citations

  4. #4

    Offline Bangla Handwritten Text Recognition: A Comprehensive Study of Various Deep Learning Approaches

    2021
    10 citations

  5. #5

    Image classification for historical documents: a study on Chinese local gazetteers

    2023
    8 citations

  6. #6

    Light-Weight Document Image Cleanup Using Perceptual Loss

    2021
    6 citations

  7. #7

    Explainable Connectionist-Temporal-Classification-Based Scene Text Recognition

    2023
    5 citations

  8. #8

    Smashcima: Full-Page Handwritten Music Document Synthesizer

    2025
    4 citations

  9. #9

    ChaCo: Character Contrastive Learning for Handwritten Text Recognition

    2022
    4 citations

  10. #10

    A CNN-RNN hybrid approach for Polish license plate recognition: Harnessing transfer learning and real-world validation

    2025
    3 citations

  11. #11

    Advancing Multinational License Plate Recognition Through Synthetic and Real Data Fusion: A Comprehensive Evaluation

    2025
    3 citations

  12. #12

    Augmenting parametric data synthesis with 3D simulation for OCR on Old Turkic runiform inscriptions: A case study of the Kül Tegin inscription

    2024
    3 citations

  13. #13

    End-to-End Optical Character Recognition for Bengali Handwritten Words

    2021
    3 citations

  14. #14

    CMViT OCR: printed Indian language recognition using CMViT

    2024
    2 citations

  15. #15

    Document Image Script Identification using Deep Network

    2024
    2 citations

  16. #16

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

    2023
    2 citations

  17. #17

    OCR-based Inventory Management Algorithms Robust to Damaged Images

    2021
    2 citations

  18. #18

    CURIO: Curvature-Aligned and Efficient OCR for Low-Resource Historical Manuscripts

    2026
    1 citations

  19. #19

    Handwritten Character Image Generation for Effective Data Augmentation

    2025
    1 citations

  20. #20

    Enhancing Scene Text Segmentation through Subtask Decomposition

    2023
    1 citations

  21. #21

    A hybrid framework for pill identification using convolutional neural networks and optical character recognition

    2026
    0 citations

  22. #22

    myNRC-OCR: A Hybrid OCR Framework for Handwritten Myanmar NRCs Integrating YOLOv8, Tesseract LSTM, TrOCR, and Post-OCR Correction

    2026
    0 citations

  23. #23

    BanGaNet: A Lightweight Deep Learning Framework for Bangla Handwritten Text Recognition

    2025
    0 citations

  24. #24

    Data Augmentation Pipeline for Text Recognition of Laser-Etched Serial Number Images

    2025
    0 citations

  25. #25

    DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical Documents

    2024
    0 citations

  26. #26

    Instance Segmentation of Handwritten Text on Historical Document Images Using Deep Learning Approaches

    2023
    0 citations