System and method for deep convolution network based classification of cell images and images

摘要

A method for performing cell sorting includes generating a plurality of feature maps based on a set of input images and a plurality of biologically specific filters using a convolution sparse coding process. The feature pooling operation is applied to each of the plurality of feature maps to generate a plurality of image representations. Each image representation is classified as one of a plurality of cell types.