US 2018/0295320 A1 · ENHANCED RESOLUTION VIDEO AND SECURITY VIA MACHINE LEARNING

Abstract

Systems, apparatuses, and methods for enhanced resolution video and security via machine learning are disclosed. A transmitter reduces a resolution of each image of a videostream from a first, higher image resolution to a second, lower image resolution. The transmitter generates a set of parameters for programming a neural network to reconstruct a version of each image at the first image resolution. Then, the transmitter sends the images at the second image resolution to the receiver, along with the first set of parameters. The receiver programs a neural network with the first set of parameters and uses the neural network to reconstruct versions of the images at the first image resolution. The transmitter can send the first set of parameters to the receiver via a secure channel, ensuring that only the receiver can decode the images from the second image resolution to the first image resolution.

Claims20

Dependent claims

A system comprising:

a memory;
and
a processor coupled to the memory;
wherein the system is configured to:
receive a first set of parameters for programming a neural network;
receive an image, wherein prior to being received, a resolution of the image has been reduced from a first image resolution to a second image resolution;
program the neural network with the first set of parameters;
and
process the image of the second image resolution with the neural network to reconstruct a version of the image with the first image resolution;
wherein secure data is encoded in the image of the first image resolution and said secure data cannot be recovered without said parameters.

7 more elements

Dependencies are inferred from the claim text.

Enhanced resolution video and security via machine learning

Life of this patent

Enhanced resolution video and security via machine learning

Life of this patent

Abstract

Claims20