System, method, and computer program product for multispectral image processing with spiking dynamics

摘要

Described is a system for multispectral image processing with spiking dynamics. For example, the system receives an input image and compresses the image through space and spectrally variant sampling. Center-surround dynamics are modeled to control high dynamic ranges of the image and provide gain control. Further, habituative dynamics are modeled to produce outputs specialized for static or dynamic image content. Finally, neural spikes are generated based on the habituative dynamics. The neural spikes are saved or provided to other systems for further image processing.

主权项

1. A computer program product for multispectral image processing with spiking dynamics, the computer program product comprising computer-readable instructions stored on a non-transitory computer-readable medium that are executable by a computer having one or more processors for causing the one or more processors to perform operations of:
receiving an input image having image coordinates; translating the image coordinates into neuron coordinates; compressing, the image, using the neuron coordinates, through spatially and spectrally variant sampling; modeling center-surround dynamics, based on the neuron coordinates, to control high dynamic ranges of the image and provide gain control; modeling habituative dynamics, based on the neuron coordinates, to produce outputs specialized for static or dynamic image content; and generating neural spikes based on the habituative dynamics, the neural spikes being saved or provided to other systems for further image processing.