From f22421dec43c227a33cc900c205dd0fd5279305d Mon Sep 17 00:00:00 2001 From: Simon Date: Sun, 18 Feb 2024 17:23:17 +0100 Subject: [PATCH] use german version of thresholding --- .../c30_konzept/algorithmen/preprocessing.tex | 6 +++--- chapters/c40_durchführung/analyse.tex | 2 +- main.pdf | Bin 1310939 -> 1310946 bytes 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/chapters/c30_konzept/algorithmen/preprocessing.tex b/chapters/c30_konzept/algorithmen/preprocessing.tex index 2102e09..93db595 100644 --- a/chapters/c30_konzept/algorithmen/preprocessing.tex +++ b/chapters/c30_konzept/algorithmen/preprocessing.tex @@ -65,9 +65,9 @@ Das Erzeugen eines Binärbildes ist durch Anwendung von Segmentierungsverfahren \subsubsubsection{Feste Schwellenwertmethode} \label{thresholding_fixed} -Ein häufig für die Bildsegmentierung genutztes Verfahren ist die feste Schwellenwertmethode, auf Englisch auch "Fixed Thresholding" genannt. Bei diesem Bildverarbeitungsverfahren wird ein manuell vordefinierter Grenzwert auf das gesamte Bild angewandt. Liegt ein Pixelwert über dem festgelegten Schwellenwert, gilt dieser als Teil des Vordergrunds, andernfalls als Hintergrund \mcite{sahoo1988survey}. Somit können Objekte, also die einzelnen Buchstaben in den Grafikdateien, von ihrem Hintergrund getrennt werden. +Ein häufig für die Bildsegmentierung genutztes Verfahren ist die feste Schwellenwertmethode, im Englischen auch "Fixed Thresholding" genannt. Bei diesem Bildverarbeitungsverfahren wird ein manuell vordefinierter Grenzwert auf das gesamte Bild angewandt. Liegt ein Pixelwert über dem festgelegten Schwellenwert, gilt dieser als Teil des Vordergrunds, andernfalls als Hintergrund \mcite{sahoo1988survey}. Somit können Objekte, also die einzelnen Buchstaben in den Grafikdateien, von ihrem Hintergrund getrennt werden. -Das fixe Thresholding benötigt durch den fest definierten Schwellenwert einen geringen Berechnungsaufwand und weist eine hohe Performance auf \mcite{todo}. Besonders bei Screenshotdateien kann es vorkommen, 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. Somit können jegliche Texte innerhalb dieser Fläche nicht vom Texterkennungssystem erkannt werden und die Qualität und Menge der erkannten Daten wird stark reduziert. Der Unterschied der Ergebnisdaten ist besonders im Vergleich von \autoref{thresholding_fixed_vergleich_gut} \bzw \autoref{thresholding_fixed_vergleich_schlecht} ersichtlich. +Das fixe Schwellenwertfahren benötigt durch den fest definierten Schwellenwert einen geringen Berechnungsaufwand und weist eine hohe Performance auf \mcite{todo}. Besonders bei Screenshotdateien kann es vorkommen, 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. Somit können jegliche Texte innerhalb dieser Fläche nicht vom Texterkennungssystem erkannt werden und die Qualität und Menge der erkannten Daten wird stark reduziert. Der Unterschied der Ergebnisdaten ist besonders im Vergleich von \autoref{thresholding_fixed_vergleich_gut} \bzw \autoref{thresholding_fixed_vergleich_schlecht} ersichtlich. \begin{figure}[ht] \centering @@ -114,7 +114,7 @@ Die adaptive Schwellenwertmethode gehört zu den halbautomatischen Schwellenwert \subsubsubsection{Dreiecks-Schwellenwertmethode} \label{thresholding_triangle} -Das Dreiecks-Schwellenwertverfahren verwendet die Häufigkeitsverteilung der Helligkeitswerte eines Bildes, um einen globalen Schwellenwert zu ermitteln \mcite{zack1977automatic}. Werden diese Helligkeitswerte in einem Diagramm dargestellt, spricht man von einem Histogramm, wie in \autoref{unimodal_histogram} zu sehen. Für das Thresholding wird innerhalb des Histogramms eine Linie vom Höchstwert (\engl{Peak}) zum Minimum gezeichnet und die Normale mit der maximalen Länge ermittelt. Dieses Verfahren erzielt die besten Ergebnisse, wenn die zu extrahierenden Elemente Intensitätswerte aufweisen, die an der Basis des ermittelten Peaks liegen. Für Screenshots von UI-Elementen mit komplexer Struktur und farblich stark variierenden Komponenten ist es eher nicht geeignet. +Das Dreiecks-Schwellenwertverfahren verwendet die Häufigkeitsverteilung der Helligkeitswerte eines Bildes, um einen globalen Schwellenwert zu ermitteln \mcite{zack1977automatic}. Werden diese Helligkeitswerte in einem Diagramm dargestellt, spricht man von einem Histogramm, wie in \autoref{unimodal_histogram} zu sehen. Für dieses Schwellenwertverfahren wird innerhalb des Histogramms eine Linie vom Höchstwert (\engl{Peak}) zum Minimum gezeichnet und die Normale mit der maximalen Länge ermittelt. Dieses Verfahren erzielt die besten Ergebnisse, wenn die zu extrahierenden Elemente Intensitätswerte aufweisen, die an der Basis des ermittelten Peaks liegen. Für Screenshots von UI-Elementen mit komplexer Struktur und farblich stark variierenden Komponenten ist es eher nicht geeignet. \begin{figure}[ht] diff --git a/chapters/c40_durchführung/analyse.tex b/chapters/c40_durchführung/analyse.tex index 2660b74..ad971f5 100644 --- a/chapters/c40_durchführung/analyse.tex +++ b/chapters/c40_durchführung/analyse.tex @@ -44,7 +44,7 @@ Auf Basis der Daten in \autoref{tbl:report_summary_wer}, \autoref{tbl:report_sum Beispielsweise eignet sich die Dreiecks-Schwellenwertmethode, wie in \autoref{thresholding_triangle} vermutet, nicht für die Texterkennung. In der Detailübersicht zeigt sich, dass für die Bilder oft ein Schwellenwert gewählt wurde, der die Texterkennung unmöglich macht. Bei Anwendung des fixen Schwellenwertverfahrens werden mit dem richtigen Schwellenwert durchschnittlich sehr gute Ergebnisse erzielt \bzw beim Verfahren nach Otsu oft ein geeigneter Schwellenwert gewählt, wodurch ein gutes Ausgangsbild für die Texterkennung entsteht. -Während die Fehlerquoten der Texterkennung mit Vorbereitung der Daten die der Texterkennung ohne Vorbereitung in den meisten Fällen unterbieten, ist das Ergebnis insgesamt unzufriedenstellend. Selbst bei Verwendung des fixen Thresholdingverfahrens mit einem Schwellenwert von 40 \% werden durchschnittlich Ergebnisse mit einer Wortfehlerrate von mindestens 46 \% \bzw 1,5 falsch erkannten Zeichen pro Wort erreicht. Die relativ hohe Standardabweichung von 26 \% lässt auf eine hohe Streuung der Ergebnisdaten, also unregelmäßig gute Erfolge schließen. +Während die Fehlerquoten der Texterkennung mit Vorbereitung der Daten die der Texterkennung ohne Vorbereitung in den meisten Fällen unterbieten, ist das Ergebnis insgesamt unzufriedenstellend. Selbst bei Verwendung des fixen Schwellenwertverfahrens mit einem Wert von 40 \% werden durchschnittlich Ergebnisse mit einer Wortfehlerrate von mindestens 46 \% \bzw 1,5 falsch erkannten Zeichen pro Wort erreicht. 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