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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Issue: March 2026
Volume 11 | Issue 3
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21686
Article Published : 8549
Total Authors : 22487
Total Reviewer : 811
Total Countries : 159
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| Paper Title: | A Review on Handwritten Text Recognition |
| Authors Name: | Vanshika Garg , Shruti Jain , Shreya Sharma , Aaryan Rana |
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IJRTI_203223
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| Published Paper Id: | IJRTI2505071 |
| Published In: | Volume 10 Issue 5, May-2025 |
| DOI: | |
| Abstract: | Handwriting Text Recognition (HTR) has been one of the main areas of research in machine learning and computer vision. Thus, the accuracy and efficiency of HTR systems have increased largely due to improvements in deep learning. This review paper casts insight into some of the research contributions regarding HTR, interlacing between different paradigms such as CNNs, RNNs, and transformer-based architectures. In addition to that, the study reported here offers a comparative view of the improvements surrounding the programming languages and machine learning libraries in terms of implementation of HTR, when related to current advancements and obstacles. |
| Keywords: | Handwritten Text Recognition, Deep Learning, Machine Learning, Optical Character Recognition (OCR), Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM), Transformer Models, Python, TensorFlow, PyTorch, OpenCV, Feature Extraction, Sequence Modeling, Document Digitization |
| Cite Article: | "A Review on Handwritten Text Recognition ", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 5, page no.a601-a608, May-2025, Available :http://www.ijrti.org/papers/IJRTI2505071.pdf |
| Downloads: | 000504 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2505071
Registration ID:203223
Published In: Volume 10 Issue 5, May-2025
DOI (Digital Object Identifier):
Page No: a601-a608 Country: Meerut, UTTAR PRADESH, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2505071 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2505071 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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