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2026	A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions ACM Computing Surveys Ali Afkari-Fahandari, Elham Shabaninia, Fatemeh Asadi-Zeydabadi, Hossein Nezamabadi-Pour
2025	International Conference on Computer Application and Information Security (ICCAIS 2024) Yunjiao Xu, Huaizhong Zhu, Hui Sun
2025	Turkish Optical Character Recognition Under the Lens: A Systematic Review of Language-Specific Challenges, Dataset Scarcity, and Open-Source Limitations IEEE Access Míraç Göksu Öztürk, Durmus Özkan Sahin, Erdal Kiliç
2025	GAN Augmented Hybrid Transformer Network (GHTNet) For Ancient Tamil Stone Inscription Recognition npj Heritage Science Balasubramanian Murugan, P. Visalakshi
2025	Principal sample based incremental deep learning for multilingual handwriting recognition Multimedia Tools and Applications Sivasankari M, Venkatesh M, Selvalakshmi M, Jenitta Jebamalar A, Kanagabala T, Rashia Subashree R, Naga Suresh Kannan V
2025	PR2 model: An extended framework for Mongolian OCR pre-trained models with prompt tuning in Internet of Things Alexandria Engineering Journal Siqintu Qi, Amuguleng Wang, Dahu Baiyila
2025	Transformer-Based OCR System for Handwritten Signature Verification in Lawmaking Petitions: A Proof of Concept IEEE Access Elena Sánchez-Nielsen, Ismael Martín-Herrera
2025	Enhancing OCR Accuracy on Indonesian ID Cards Using Dual-Pipeline Tesseract and Post-Processing JEECS (Journal of Electrical Engineering and Computer Sciences) Rendy Dwi Reksiyano, Syafrial Fachri Pane, Rolly Maulana Awangga
2025	Brahmi Script Recognition Using Optimized Convolutional Neural Network with Random Forest Classifier International Journal of High Speed Electronics and Systems Trang Jain, V. K. Jain, A. Jain
2025	A Convolutional Neural Network Based Optical Character Recognition for Purely Handwritten Characters and Digits Computers, Materials & Continua Syed Atir Raza, Muhammad Shoaib Farooq, Uzma Farooq, Hanen Karamti , Tahir Khurshaid, Imran Ashraf
2024	2024 7th Asia Conference on Cognitive Engineering and Intelligent lnteraction (CEII) Mohammad Faiyaz Uz Zaman, Bushra Rahman, Afsana Rubyat, Nabarun Halder, Asif Mahmud, Ashraful Islam, M. Ashraful Amin
2024	A scarce dataset for ancient Arabic handwritten text recognition Data in Brief Rayyan Najam, Safiullah Faizullah
2024	2024 5th IEEE Global Conference for Advancement in Technology (GCAT) Simran, Rishabh Sharma, Manish Nagpal
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