https://github.com/wadaboa/bachelor-thesis

Computer science bachelor's degree thesis at UNIFI
https://github.com/wadaboa/bachelor-thesis

bachelor-thesis computer-vision latex ocr python thesis

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Computer science bachelor's degree thesis at UNIFI

• Host: GitHub
• URL: https://github.com/wadaboa/bachelor-thesis
• Owner: Wadaboa
• License: mit
• Created: 2019-08-08T12:56:06.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2020-03-13T13:37:33.000Z (over 6 years ago)
• Last Synced: 2025-03-13T14:42:17.583Z (over 1 year ago)
• Topics: bachelor-thesis, computer-vision, latex, ocr, python, thesis
• Language: TeX
• Homepage:
• Size: 44.2 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Bachelor's degree thesis

This repository contains a `LaTeX` project which summarizes the work that went into the refinement of a Python library to perform OCR on identity documents.

The [PDF thesis](thesis.pdf) is subdivided into 4 chapters:

1. `Math prerequisites`, where I explain some basic image processing/computer vision related mathematical concepts

2. `Image binarization`, where I depict the core of what I produced during my curricular internship

3. `Image matching`, where I show some applications of feature detectors and feature matchers on the problem at hand

4. `Text detection`, where I describe some solutions to identify the location of non-standard text in identity documents

Each chapter starts with a theoretical introduction and then shifts to the practical approach, which is accompained by figures and pseudo-code algorithms.