System and method for feature identification in digital...

G - Physics – 06 – K

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G06K 9/62 (2006.01)

Patent

CA 2569658

A method for classifying features in a digital medical image includes providing a plurality of feature points in an N-dimensional space, wherein each feature point is a member of one of two sets, determining a classifying plane that separates feature points in a first of the two sets from feature points in a second of the two sets, transforming (32) the classifying plane wherein a normal vector to said transformed classifying plane has positive coefficients and a feature domain for one or more feature points of one set is a unit hypercube in a transformed space having n axes, obtaining (33) an upper bound along each of the n-axes of the unit hypercube, inversely transforming (34) said upper bound to obtain a new rule containing one or more feature points of said one set, and removing (35) the feature points contained by said new rule from said one set

L'invention porte sur un procédé de classification de caractéristiques dans une image médicale numérique, consistant à fournir une pluralité de points de caractéristiques dans un espace N-dimensionnel, chaque point de caractéristiques étant un élément d'un ensemble parmi deux ensembles, à déterminer un plan de classification qui sépare les points de caractéristiques dans un des deux ensembles des points de caractéristiques de l'autre ensemble, à transformer (32) le plan de classification, un vecteur normal de ce plan de classification transformé présentant des coefficients positifs et un domaine de caractéristiques pour au moins un point de caractéristique d'un ensemble étant un hypercube unitaire dans un espace transformé possédant n axes, à obtenir (33) une limite supérieure le long de chacun des n axes de l'hypercube unitaire, à transformer par inversion (34) cette limite supérieure afin d'obtenir une nouvelle règle contenant au moins un point de caractéristique d'un ensemble, et à ôter (35) les points de caractéristiques contenus dans cette nouvelle règle dudit ensemble.

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