Patent ID: 11961280
Assignee: INCOGNA INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. The method of claim 1, wherein classifying the object comprises:
computing, with a simple cells layer, convolution operations using filters selected from a group consisting of: 2D Gabor, or Gabor-like filters, over a range of parameters;
performing, with a complex cells layer, a pooling operation over a retinotopically local cluster of simple cells within a complex receptive field;
sending an output of the pooling operation to one of a group consisting of: the simple cells layer, another complex cells layer, or a feature descriptor layer;
terminating computations in the simple cells layer and complex cells layer as per a Cellular Neural Network definition, wherein the output is a set of values representing a set of feature descriptors;
assessing, with a complex localization cells layer, regions in which the object of the product image is located; and
classifying the object using the complex localization cells layer, regions and feature descriptors.