如何在 C# 中修復圖像顏色以提升 OCR辨識與圖片轉文字準確率

using IronOcr;

// Instantiate IronTesseract
IronTesseract ocrTesseract = new IronTesseract();

// Add image
using var imageInput = new OcrImageInput("sample.jpg");
// Apply binarize affect
imageInput.Binarize();

// Export the modified image
imageInput.SaveAsImages("binarize.jpg");

Imports IronOcr

' Instantiate IronTesseract
Private ocrTesseract As New IronTesseract()

' Add image
Private imageInput = New OcrImageInput("sample.jpg")
' Apply binarize affect
imageInput.Binarize()

' Export the modified image
imageInput.SaveAsImages("binarize.jpg")

// Apply grayscale affect
imageInput.ToGrayScale();

' Apply grayscale affect
imageInput.ToGrayScale()

// Apply invert affect
imageInput.Invert();

' Apply invert affect
imageInput.Invert()

using IronOcr;

// Instantiate IronTesseract
IronTesseract ocrTesseract = new IronTesseract();

// Add image
using var imageInput = new OcrImageInput("sample.jpg");
IronSoftware.Drawing.Color currentColor = new IronSoftware.Drawing.Color("#DB645C");
IronSoftware.Drawing.Color newColor = IronSoftware.Drawing.Color.DarkCyan;

// Replace color
imageInput.ReplaceColor(currentColor, newColor, 80);

// Export the modified image
imageInput.SaveAsImages("replaceColor");

Imports IronOcr

' Instantiate IronTesseract
Private ocrTesseract As New IronTesseract()

' Add image
Private imageInput = New OcrImageInput("sample.jpg")
Private currentColor As New IronSoftware.Drawing.Color("#DB645C")
Private newColor As IronSoftware.Drawing.Color = IronSoftware.Drawing.Color.DarkCyan

' Replace color
imageInput.ReplaceColor(currentColor, newColor, 80)

' Export the modified image
imageInput.SaveAsImages("replaceColor")

/* :path=/static-assets/ocr/content-code-examples/how-to/image-color-correction-multiple-replacements.cs */
// Replace multiple colors in sequence
using var imageInput = new OcrImageInput("multi-color-document.jpg");

// Replace red text with black
imageInput.ReplaceColor(IronSoftware.Drawing.Color.Red, IronSoftware.Drawing.Color.Black, 70);

// Replace blue headers with dark gray
imageInput.ReplaceColor(IronSoftware.Drawing.Color.Blue, IronSoftware.Drawing.Color.DarkGray, 60);

// Replace light yellow background with white
imageInput.ReplaceColor(new IronSoftware.Drawing.Color("#FFFACD"), IronSoftware.Drawing.Color.White, 40);

// Perform OCR on the cleaned image
var result = ocrTesseract.Read(imageInput);

Imports IronSoftware.Drawing

' Replace multiple colors in sequence
Using imageInput As New OcrImageInput("multi-color-document.jpg")

    ' Replace red text with black
    imageInput.ReplaceColor(Color.Red, Color.Black, 70)

    ' Replace blue headers with dark gray
    imageInput.ReplaceColor(Color.Blue, Color.DarkGray, 60)

    ' Replace light yellow background with white
    imageInput.ReplaceColor(New Color("#FFFACD"), Color.White, 40)

    ' Perform OCR on the cleaned image
    Dim result = ocrTesseract.Read(imageInput)

End Using

using IronOcr;
using System;

// Instantiate IronTesseract
IronTesseract ocrTesseract = new IronTesseract();

// Add image
using var imageInput = new OcrImageInput("sample.jpg");
// Text color to focus on
IronSoftware.Drawing.Color focusColor = new IronSoftware.Drawing.Color("#DB645C");

// Specify which text color to read
imageInput.SelectTextColor(focusColor, 60);

// Perform OCR
OcrResult ocrResult = ocrTesseract.Read(imageInput);

// Output result to console
Console.WriteLine(ocrResult.Text);

Imports IronOcr
Imports System

' Instantiate IronTesseract
Private ocrTesseract As New IronTesseract()

' Add image
Private imageInput = New OcrImageInput("sample.jpg")
' Text color to focus on
Private focusColor As New IronSoftware.Drawing.Color("#DB645C")

' Specify which text color to read
imageInput.SelectTextColor(focusColor, 60)

' Perform OCR
Dim ocrResult As OcrResult = ocrTesseract.Read(imageInput)

' Output result to console
Console.WriteLine(ocrResult.Text)

using IronOcr;

// Create OCR engine: filters are applied at the OcrInput level, so no configuration changes are needed here
var ocr = new IronTesseract();
var ocrInput = new OcrInput();

// Load the scanned PDF as the OCR source
ocrInput.LoadPdf("invoice.pdf");

// Convert to grayscale: removes color noise that can reduce OCR accuracy on color-printed documents
ocrInput.ToGrayScale();
// Run OCR on the preprocessed input
OcrResult result = ocr.Read(ocrInput);

// Write the searchable PDF; true = embed the grayscale-filtered image rather than the original color scan
result.SaveAsSearchablePdf("outputGrayscale.pdf", true);

Imports IronOcr

' Create OCR engine: filters are applied at the OcrInput level, so no configuration changes are needed here
Dim ocr As New IronTesseract()
Dim ocrInput As New OcrInput()

' Load the scanned PDF as the OCR source
ocrInput.LoadPdf("invoice.pdf")

' Convert to grayscale: removes color noise that can reduce OCR accuracy on color-printed documents
ocrInput.ToGrayScale()
' Run OCR on the preprocessed input
Dim result As OcrResult = ocr.Read(ocrInput)

' Write the searchable PDF; True = embed the grayscale-filtered image rather than the original color scan
result.SaveAsSearchablePdf("outputGrayscale.pdf", True)