From 6a1a5e2e2d5e535301866b1d80fba835434104d5 Mon Sep 17 00:00:00 2001 From: Simon Date: Fri, 5 Jan 2024 15:19:42 +0100 Subject: [PATCH] Exmplained fixed thresholding --- .../preprocessing.tex | 4 ++-- main.pdf | Bin 300190 -> 300438 bytes 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/chapters/c30_optische_texterkennung/preprocessing.tex b/chapters/c30_optische_texterkennung/preprocessing.tex index 80f6fa0..6a4e89f 100644 --- a/chapters/c30_optische_texterkennung/preprocessing.tex +++ b/chapters/c30_optische_texterkennung/preprocessing.tex @@ -52,9 +52,9 @@ Die Binarisierung beschreibt den Prozess, ein Graustufenbild in ein Schwarz-Wei ImageMagick bietet eine Vielzahl an Thresholding-Algorithmen, deren Eignung in \autoref{ch:Vergleich} verglichen wird: -\subsubsubsection{Fixes Thresholding} +\subsubsubsection{Feste Schwellenwertmethode} -Ein für die Bildsegmentierung häufig genutztes Verfahren ist die sogenannte feste Schwellenwertmethode, auf Englisch auf Fixed Thresholding genannt. Bei diesem Bildverarbeitungsverfahren wird eine vordefinierter Grenzwert auf einzelne Pixelwerte angewandt. +Ein für die Bildsegmentierung häufig genutztes Verfahren ist die sogenannte feste Schwellenwertmethode, auf Englisch auch "Fixed Thresholding" genannt. Bei diesem Bildverarbeitungsverfahren wird eine vordefinierter Grenzwert auf einzelne Pixelwerte angewandt. Liegt der Pixelwert über dem festgelegten Schwellenwert, wird er als Teil des "Vordergrunds" betrachtet, andernfalls als "Hintergrund". Somit können Objekte, im Falle dieser Bachelorarbeit also die einzelnen Buchstaben in den Grafikdateien, von ihrem Hintergrund getrennt werden. Obwohl das fixe Thresholding durch seine Simplizität einen relativ geringen Berechnungsaufwand benötigt und daher eine hohe Performance aufweist, sind die Ergebnisdaten bei entsprechenden Werten unzufriedenstellend. So ergibt es sich oft, dass die eigentlich bunten grafischen Elemente der Benutzeroberfläche aufgrund ihrer Helligkeit über dem Schwellenwert liegen. Dadurch werden sie, genau wie der Text, als "Vordergrund" wahrgenommen und die gesamte Fläche wird einfärbig. 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