In an analysis of a set of discrete multidimensional data which can be
represented in an array with a topology, where the array that can be
mapped to an image space of discrete elements, such as digitized image
data, seismic data and audio data, genotype/phenotype classifications are
imposed on the topology, and then molecular biological-like processes
(annealing, fragmentation, chromatographic separation, fingerprinting,
footprinting and filtering) are imposed upon that topology to perceive
classifiable regions such as edges. More specifically, an image feature
probe constructed of strings of contiguous image fragments of the class of
N-grams called linear N-grams, anneals genotypes of topological features
by complementary biological-like techniques in the same manner that
complex biological systems are analyzed by genetic mapping, sequencing and
cloning techniques. For example, molecular biological probes anneal with
molecular biological genotypes and then are used to classify those
genotypes. More specifically, an image feature probe constructed of
strings of contiguous pixels, of the class of N-grams called linear
N-grams, mates genotypes of topological features by complementary
biological-like techniques in the same manner that molecular biological
probes mate with molecular biological genotypes. The topological genotypes
are by definition orthogonal elements to edges. Techniques are disclosed
for defining the feature probes.