However, creating a visually interesting QR code without compromising its readability is non-trivial.
The key challenge arises due to the lack of proper understanding or analytical formulations capturing the stability (i.e., validity) of QR codes under variations in lighting, camera specifications, and even perturbations to the QR codes [DENSO WAVE 2003; Winter 2011].