A system and related technology provides a platform for encoding high-density geometric symbol sets, such as triangular barcode-type encodings that can be used to encode driver's licenses, biometric IDs, passports, or other transaction or identification media. According to an embodiment of an aspect of the present invention, an inkjet, laser or other printer or output device may emboss paper, plastic or other media with geometric symbols such as triangles in a defined array to represent names, addresses or other Identifying information, such as a digital facial photograph, iris or retinal scan, fingerprint, signature, or other information. The geometric symbols may in one aspect be arranged in a staggered format, separated in various embodiments by white space which may be used to reduce the effects of graphical distortion and other distortions. Because triangular symbols can generally be packed closer together, and the number of different individual symbols can be scaled according to the range of color spaces used for the symbol set, it can be high enough to scan biological iris or retinal, digital Information density at which facial photographs or other identification or other information are encoded satisfactorily. In various embodiments, error correction processing, such as the Reed-Solomon technique, may be used to improve scanning accuracy. In other embodiments, a reference palette may be embedded in the imprinted medium to provide a measure of color fading or other distortion.