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Privacy2024年10月5日4 min read

顔検出とプライバシー:写真の顔をぼかす

この記事は英語で利用可能です。インターフェースは日本語に翻訳されています。

Face blurring is essential for privacy compliance when sharing photos that include bystanders or minors.

Why Blur Faces?

  • GDPR compliance: Faces are biometric data under EU law
  • Street photography ethics: Respecting bystanders' privacy
  • Real estate photos: Blurring neighbors and passersby
  • Research and journalism: Protecting identities
  • How Face Detection Works

    Modern face detection uses convolutional neural networks (CNNs):

    1. The image is scanned at multiple scales

    2. A sliding window evaluates each region

    3. The CNN classifies whether each region contains a face

    4. Non-maximum suppression removes duplicate detections

    Blur Techniques

  • Gaussian blur: Smooth, natural-looking blur
  • Pixelation: Blocky, clearly intentional anonymization
  • Solid fill: Complete obscuring with a colored rectangle
  • Our Face Blur tool offers both Gaussian and pixelation styles with adjustable intensity.

    For a complete privacy workflow, run your photos through the EXIF Remover after blurring faces to also strip GPS coordinates and device identifiers.

    Try EXIF Remover free — your files never leave your device

    100% private, offline, no signup — try OptiPix now.

    Open EXIF Remover

    All 19 Tools

    Image CompressorBackground RemoverVideo CompressorImage UpscalerOCR Text ExtractorFormat ConverterImage ResizerEXIF RemoverFace BlurDepth EstimationQR Code GeneratorWatermark MakerColor Palette ExtractorPhoto FiltersImage to PDFObject DetectionImage ClassifierImage CaptionerAI Image Generator
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