Systems and methods for image processing in a deep convolution network

摘要

A method performed by an electronic device is described. The method includes interleaving multiple input image channels to produce an interleaved multi-channel input. The method also includes loading the interleaved multi-channel input to a single-instruction multiple data (SIMD) processor. The method further includes convolving the interleaved multi-channel input with a multi-channel filter.

主权项

1. A method performed by an electronic device, comprising:
interleaving a plurality of input image channels to produce an interleaved multi-channel input; loading the interleaved multi-channel input to a single-instruction multiple data (SIMD) processor; interleaving multiple filter channels to produce a multi-channel filter; and convolving the interleaved multi-channel input with the multi-channel filter.