3 February 2014 Ink-constrained halftoning with application to QR codes
Author Affiliations +
This paper examines adding visually significant, human recognizable data into QR codes without affecting their machine readability by utilizing known methods in image processing. Each module of a given QR code is broken down into pixels, which are halftoned in such a way as to keep the QR code structure while revealing aspects of the secondary image to the human eye. The loss of information associated to this procedure is discussed, and entropy values are calculated for examples given in the paper. Numerous examples of QR codes with embedded images are included.
© (2014) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Marzieh Bayeh, Marzieh Bayeh, Erin Compaan, Erin Compaan, Theodore Lindsey, Theodore Lindsey, Nathan Orlow, Nathan Orlow, Stephen Melczer, Stephen Melczer, Zachary Voller, Zachary Voller, "Ink-constrained halftoning with application to QR codes", Proc. SPIE 9015, Color Imaging XIX: Displaying, Processing, Hardcopy, and Applications, 90150U (3 February 2014); doi: 10.1117/12.2044217; https://doi.org/10.1117/12.2044217


Back to Top