This paper extends, in a multi-dimensional framework, pattern recognition techniques for
generation or recognition of digital lines. More precisely, we show how the connection
between chain codes of digital lines and continued fractions can be generalized by a
connection between tilings and multi-dimensional continued fractions. This leads to a new
approach for generating and recognizing digital hyperplanes.