From 84717a5597297c0fd913d61fb5cc917fa1fc24ee Mon Sep 17 00:00:00 2001 From: Wilson Munoz Date: Thu, 28 Mar 2024 13:27:33 -0500 Subject: [PATCH] Updated the preprocessImage to add different types of filters for better reading before Tesseract reading. --- QKMRZScanner/QKMRZScannerView.swift | 28 ++++++++++-------- .../tessdata/ocrb.traineddata | Bin 336567 -> 0 bytes 2 files changed, 15 insertions(+), 13 deletions(-) delete mode 100644 QKMRZScanner/Supporting Files/tessdata/ocrb.traineddata diff --git a/QKMRZScanner/QKMRZScannerView.swift b/QKMRZScanner/QKMRZScannerView.swift index 9cbe896..f11b239 100644 --- a/QKMRZScanner/QKMRZScannerView.swift +++ b/QKMRZScanner/QKMRZScannerView.swift @@ -230,21 +230,23 @@ public class QKMRZScannerView: UIView { fileprivate func preprocessImage(_ image: CGImage) -> CGImage { var inputImage = CIImage(cgImage: image) - let averageLuminance = inputImage.averageLuminance - var exposure = 0.5 - let threshold = (1 - pow(1 - averageLuminance, 0.2)) + // Convert the image to grayscale + let grayscaleFilter = CIFilter(name: "CIPhotoEffectMono") + grayscaleFilter?.setValue(inputImage, forKey: kCIInputImageKey) + inputImage = grayscaleFilter?.outputImage ?? inputImage - if averageLuminance > 0.8 { - exposure -= ((averageLuminance - 0.5) * 2) - } - - if averageLuminance < 0.35 { - exposure += pow(2, (0.5 - averageLuminance)) - } + // Adjust the contrast to enhance text visibility + let contrastFilter = CIFilter(name: "CIColorControls") + contrastFilter?.setValue(inputImage, forKey: kCIInputImageKey) + contrastFilter?.setValue(1.5, forKey: kCIInputContrastKey) + inputImage = contrastFilter?.outputImage ?? inputImage - inputImage = inputImage.applyingFilter("CIExposureAdjust", parameters: ["inputEV": exposure]) - .applyingFilter("CILanczosScaleTransform", parameters: [kCIInputScaleKey: 2]) - .applyingFilter("LuminanceThresholdFilter", parameters: ["inputThreshold": threshold]) + // Apply a threshold to further separate text from the background + let thresholdFilter = CIFilter(name: "CIColorMonochrome") + thresholdFilter?.setValue(inputImage, forKey: kCIInputImageKey) + thresholdFilter?.setValue(CIColor(red: 0.7, green: 0.7, blue: 0.7), forKey: "inputColor") + thresholdFilter?.setValue(0.5, forKey: "inputIntensity") + inputImage = thresholdFilter?.outputImage ?? inputImage return CIContext.shared.createCGImage(inputImage, from: inputImage.extent)! } diff --git a/QKMRZScanner/Supporting Files/tessdata/ocrb.traineddata b/QKMRZScanner/Supporting Files/tessdata/ocrb.traineddata deleted file mode 100644 index b35ad376e83921412b3a9a699bdab513f740ac65..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 336567 zcmeFa4}28$o&P_xnN2nU>TEItNeVi_gaWl~0tu+CWhTso4F;V_W;UCUK!Pj+YK4!Z!@T=K!6FTWz^8mFd4DOKj)eA7)ge@!XPnSb+&uf>-tvz5}zW>i#MmVTT$WA?1s zD4mf?P3xK!UsKBP`7*`(VD_c{AIie=R%O;QW!4qSthh3(LYY;rG`Hq_tMadIz9Ig# zZ`{a_W?d4^@?iI}^Awl{$R9PFYwnQ)$+6%9YDM 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