Patent ID: 11918336
Assignee: KING ABDULLAH UNIVERSITY OF SCIENCE AND TECHNOLOGY
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 12:
13. A computing device for classifying input data of a 3-dimensional object, the computing device comprising:
an interface for receiving the input data that describe the object, wherein the input data corresponds to plural classes; and
a processor connected to the interface and configured to,
associate the input data with voxels that describe the object;
calculate a real-number sequence X(n) that describes a parameter P associated with the object;
quantize the real-number sequence X(n) to generate a finite set sequence Q(n), where M describes a number of levels;
generate a voxel-based weight matrix for each class of data; and
calculate a score S for each class of the plural classes, based on a corresponding voxel-based weight matrix,
wherein the score S is a number that indicates a likelihood that the input data associated with a given sample belongs to a class of the plural classes.