Latest Research in Handwritten Text Recognition Techniques

Top Research Topics in Handwritten Text Recognition Techniques

• Handwritten Text Recognition Techniques — 16 papers
• Computer Vision and Pattern Recognition — 15 papers
• Computation and Language — 4 papers
• Advanced Image and Video Retrieval Techniques — 1 papers
• Cultural Heritage Management and Preservation — 1 papers
• Environmental Justice and Health Disparities — 1 papers
• Race, History, and American Society — 1 papers
• Bayesian Methods and Mixture Models — 1 papers

Highest-Cited Papers

1. Reading Legends on Ancient Coins: An Object Detection Approach for Character Recognition on a Novel Roman Republican Dataset
2. AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad
3. AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad
4. When Low CER is Not Enough: An Analysis of Hallucinations in Vision-Language OCR Systems on Historical Uruguayan Documents
5. Automated product and price information extraction from retail promotional flyers using YOLO and OCR
6. Out-of-Length Scene Text Recognition: A Two-Axis Diagnosis and a Training-Free Fix
7. A document is worth a structured record: Principled inductive bias design for document recognition
8. Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms
9. LV-ROVER-MLT: Low-Resource Maltese OCR by Synthetic Fine-Tuning and Multi-Stream Arbitration
10. Persian Pixel: A large-scale synthetic OCR dataset for Persian language
11. Fine-tuning Vision-Language Models as OCR Systems for Low-Resource Languages: A Case Study of Manchu
12. Edge‐Channel Aggregation Network and Two‐Stage Fine Tuning Scheme for Handwritten Dongba Character Recognition
13. Handwritten and Printed Text Segmentation via Region-Aware Human-Writing Descriptor Engineering
14. Towards Hierarchical Structure Understanding of Newspaper Images
15. LLM-Driven AutoML for Cross-Lingual Handwritten OCR: Closed-Loop Neural Architecture Search with GPT-5, GPT-4o, and Claude Sonnet 4
16. 2D Rotary Position Embedding for Scene Text Recognition with Transformers
17. Publisher’s Note (1 citations)
18. Multi-Expert Routing for Multi-Domain Low-Resource OCR: A Manchu Case Study
19. Navigating the Digitization Gap: An Indirect Evidence Synthesis of AI Methods for Low-Resource Chagatai Manuscripts
20. Simple handwritten text recognition techniques for highly accurate writer identification