Visual data processing using energy networks
AssigneeMagic Pony Technology Limited
InventorsFerenc Huszar, Robert David Bishop, Zehan Wang
Life of this patent
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Abstract
The present disclosure relates to a method for processing input visual data using a generated algorithm based upon input visual data and the output of a calculated energy function. According to a first aspect of the disclosure, there is provided a method for enhancing input visual data using an algorithm, the method comprising evaluating gradients of the output of an energy function with respect to the input visual data; using the gradient output to enhance the input visual data; and outputting the enhanced visual data.
Claims20
A method for enhancing input visual data using an algorithm comprising:
- evaluating gradients of the output of an energy function with respect to the input visual data;
- generating a processing algorithm using the gradient outputs and the input visual data;
- and
- using the processing algorithm to output enhanced visual data,
- wherein the output of the energy function is a scalar;
- and the enhanced visual data is based on the input visual data.
An Apparatus for enhancing input visual data using an algorithm comprising:
- at least one processor;
- and
- at least one memory including computer program code which, when executed by the at least one processor, causes the apparatus to:
- evaluate gradients of the output of an energy function with respect to the input visual data;
- generate a processing algorithm using the gradient outputs and the input visual data;
- and
- use the processing algorithm to output enhanced visual data;
- wherein the output of the energy function is a scalar;
- and the enhanced visual data is based on the input visual data.
A computer-readable medium having computer-readable code stored thereon, the computer-readable code, when executed by at least one processor, cause the at least one processor to:
- evaluate gradients of the output of an energy function with respect to the input visual data;
- generate a processing algorithm using the gradient outputs and the input visual data;
- and
- use the processing algorithm to output enhanced visual data;
- wherein the output of the energy function is a scalar;
- and the enhanced visual data is based on the input visual data.
Dependencies are inferred from the claim text.