From b330870507b5e0a2a4a255f66582d71069fecc97 Mon Sep 17 00:00:00 2001 From: Simon Date: Fri, 5 Jan 2024 15:17:14 +0100 Subject: [PATCH] Explained some thresholding --- .../preprocessing.tex | 19 +++++++++++++++++- main.pdf | Bin 298266 -> 300190 bytes 2 files changed, 18 insertions(+), 1 deletion(-) diff --git a/chapters/c30_optische_texterkennung/preprocessing.tex b/chapters/c30_optische_texterkennung/preprocessing.tex index 063d72b..80f6fa0 100644 --- a/chapters/c30_optische_texterkennung/preprocessing.tex +++ b/chapters/c30_optische_texterkennung/preprocessing.tex @@ -50,4 +50,21 @@ Befindet sich Text zu nah am Rand des Bildes, kommt es vor, dass dieser nicht ri Die Binarisierung beschreibt den Prozess, ein Graustufenbild in ein Schwarz-Weiß-Bild umzuwandeln. Der dazu notwendige Schwellenwert kann entweder fix definiert oder anhand von verschiedensten Algorithmen ermittelt werden. Die dadurch entstehende Binarisierung hilft bei der Segmentierung und Extraktion von Objekten in einem Bild und sorgt in den Screenshots für einen ausreichenden Kontrast, unabhängig von der Vorder- und Hintergrundfarbe der Textelemente. -ImageMagick bietet eine Vielzahl an Thresholding-Algorithmen, deren Eignung in \autoref{ch:Vergleich} verglichen wird. \ No newline at end of file +ImageMagick bietet eine Vielzahl an Thresholding-Algorithmen, deren Eignung in \autoref{ch:Vergleich} verglichen wird: + +\subsubsubsection{Fixes Thresholding} + +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. +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. Dadurch kann jeglicher Text innerhalb dieser Fläche nicht vom Texterkennungssystem erkannt werden. + +Die Auswirkungen des oben beschriebenen Verhaltens sind in den Ergebnisdaten klar ersichtlich. So führt die Verwendung dieses Verfahrens in den meisten Fällen zu einer WER bzw. CER jenseits der 60\%. [TODO] + +\subsubsubsection{Adaptives Thresholding} + +\subsubsubsection{Dreiecks-Thresholding} + +\subsubsubsection{Thresholding nach Otsu} + +\subsubsubsection{Thresholding nach Kapur} \ No newline at end of file diff --git a/main.pdf b/main.pdf index 4c154df4478b808d75559c6e9a35a228680d54b0..0999dc9ea2b1e0633e05b88f66beb09971e61cef 100644 GIT binary patch delta 71504 zcmV(+K;6HZni8I=60pkdf5*qL2=^>%8UhDi9>K8b3u2m*)9TVkzyuy5gm&nx882;J zI#)#-xw>-raY7Hd!r)Jc*cJ}rBlcqxr6$Xjc8r#M@Lhz76SZ^vX zn;SXnCD*dKg}I%nN@s<4*k#e?(O*|@t5E1Z zez0YXzud&(m8^Yr(~OYsY*h{ql@(I}tBQg=O#};KW`{8I4Tx#IHuYk1_CE{1;~ukA z@aQ-KH!_!C3jryArC3XI+cprs`&aNt%~%ZIkKUq*omV?aYfW;9bD&L#LQR1Q045&& z`tAduWK~WN9UllR7K?p;yK)@#K^(lkSgkK!T<39+#8DGBNwD4oO&nEm6I4YUB}E;q zyWmThMT=#YW#NZ!R+{^*;N5yrXQ6nsLO(3hIuuGxs$VRB(=tt)uv&awzq^RtJN|pM zzDQsJ4+cq*Mpa!0d6h>^)&%#vi|-dnl$CMH9ET+xrAfy0I*$rZe(`o!1h2-6KjH8D zEP5G7SyKmTk$?#W@_qRl2OXTf3;5_KaqfZ?tj(JW)|qd3Rs=+2c?oF#IH-#q-ZsPj4du(31jX``HOcg5zMB#!=A}Eb)~Thx`7nlYIxZ 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