You don’t need to capture the image. iOS, Google, and Samsung all have the ability to directly access a QR code.

However, scammers have begun to use QR codes. https://consumer.ftc.gov/consumer-alerts/2023/12/scammers-hide-harmful-links-qr-codes-steal-your-information