research papers

Albumentations in Documents and OCR research

Used in 30 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 30

#1
Augraphy: A Data Augmentation Library for Document Images
2023
22 citations
#2
A First Look at Dataset Bias in License Plate Recognition
2022
21 citations
#3
A Modular Region and Text Line Layout Analysis System
2020
19 citations
#4
End-to-End Optical Character Recognition for Bengali Handwritten Words
2021
16 citations
#5
Offline Bangla Handwritten Text Recognition: A Comprehensive Study of Various Deep Learning Approaches
2021
10 citations
#6
Advancing Multinational License Plate Recognition Through Synthetic and Real Data Fusion: A Comprehensive Evaluation
2025
9 citations
#7
Image classification for historical documents: a study on Chinese local gazetteers
2023
9 citations
#8
Explainable Connectionist-Temporal-Classification-Based Scene Text Recognition
2023
6 citations
#9
Light-Weight Document Image Cleanup Using Perceptual Loss
2021
6 citations
#10
A CNN-RNN hybrid approach for Polish license plate recognition: Harnessing transfer learning and real-world validation
2025
4 citations
#11
Smashcima: Full-Page Handwritten Music Document Synthesizer
2025
4 citations
#12
ChaCo: Character Contrastive Learning for Handwritten Text Recognition
2022
4 citations
#13
A hybrid framework for pill identification using convolutional neural networks and optical character recognition
2026
3 citations
#14
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
#15
CMViT OCR: printed Indian language recognition using CMViT
2024
3 citations
#16
CURIO: Curvature-Aligned and Efficient OCR for Low-Resource Historical Manuscripts
2026
2 citations
#17
Document Image Script Identification using Deep Network
2024
2 citations
#18
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR
2023
2 citations
#19
OCR-based Inventory Management Algorithms Robust to Damaged Images
2021
2 citations
#20
Handwritten Character Image Generation for Effective Data Augmentation
2025
1 citations
#21
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical Documents
2024
1 citations
#22
Enhancing Scene Text Segmentation through Subtask Decomposition
2023
1 citations
#23
An Automated Method for Constructing a Handwriting Recognition Corpus for Low-Resource Scripts from Copybooks and Handwriting Notebooks
2026
0 citations
#24
Comparative evaluation of deep learning architectures for real-time OCR on PCBs
2026
0 citations
#25
Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images
2026
0 citations
#26
myNRC-OCR: A Hybrid OCR Framework for Handwritten Myanmar NRCs Integrating YOLOv8, Tesseract LSTM, TrOCR, and Post-OCR Correction
2026
0 citations
#27
UniLipi: A Unified Multi-script OCR for Historical Indic Manuscripts
2026
0 citations
#28
BanGaNet: A Lightweight Deep Learning Framework for Bangla Handwritten Text Recognition
2025
0 citations
#29
Data Augmentation Pipeline for Text Recognition of Laser-Etched Serial Number Images
2025
0 citations
#30
Instance Segmentation of Handwritten Text on Historical Document Images Using Deep Learning Approaches
2023
0 citations