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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
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Issue: November 2025
Volume 10 | Issue 11
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 114
Article Submitted : 18456
Article Published : 7827
Total Authors : 20673
Total Reviewer : 756
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| Paper Title: | A Computer Vision Powered OCR Framework for Extracting Tabular Data from Scanned PDFs |
| Authors Name: | Krishnika Thirunavukkarasu , Haritha Shankar |
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IJRTI_203110
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| Published Paper Id: | IJRTI2504315 |
| Published In: | Volume 10 Issue 4, April-2025 |
| DOI: | |
| Abstract: | As data-driven decision-making is becoming more prevalent, extracting tabular data from scanned documents and images is a big issue. In this paper, we present an automated table extraction pipeline that employs both OpenCV for image pre-processing and Tesseract OCR for text extraction. The system applies grayscale, binarization, and morphological processing to detect lines and isolate text, thereby facilitating correct tabular data extraction. The extracted data is later transformed into a significant table structure utilizing Python's pandas package and eventually saved as an Excel file. The method suggested is effective for those documents that possess clearly defined tabular structures and acts as a stepping stone for more complex document analysis systems. Index Terms— OpenCV, Tesseract OCR, Table Extraction, Python, Image Pr ocessing, Document Analysis. _______________________________________________________________________________________________ |
| Keywords: | Index Terms— OpenCV, Tesseract OCR, Table Extraction, Python, Image Pr ocessing, Document Analysis. |
| Cite Article: | "A Computer Vision Powered OCR Framework for Extracting Tabular Data from Scanned PDFs", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 4, page no.d126-d130, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504315.pdf |
| Downloads: | 000416 |
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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: IJRTI2504315
Registration ID:203110
Published In: Volume 10 Issue 4, April-2025
DOI (Digital Object Identifier):
Page No: d126-d130 Country: Chennai, Tamil Nadu, India Research Area: Information Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2504315 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2504315 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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