/bachelor-thesis

Computer science bachelor's degree thesis at UNIFI

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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 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.