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US 2022/0329847 A1Published application
Superpixel generation and use
AssigneeNVIDIA Corporation
InventorsVipul Parashar, Vignesh Ungrapalli
Life of this patent
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Abstract
Apparatuses, systems, and techniques to interpolate one or more intermediate images from two or more images is disclosed. In at least one embodiment, a processor includes one or more circuits to interpolate one or more intermediate images from two or more images based, at least in part, on one or more inconsistent flow vectors corresponding to the two or more images.
Claims38
A processor comprising:
- one or more circuits to interpolate one or more intermediate images from two or more images based, at least in part, on one or more inconsistent flow vectors corresponding to the two or more images.
A system, comprising
- a memory;
- and
- one or more circuits, the one or more circuits configured to:
- generate one or more superpixels for one or more images based, at least in part, on one or more inconsistent flow vectors or one or more invalid pixels corresponding to the one or more images.
1 more element
A method comprising:
- interpolating one or more intermediate images from two or more images based, at least in part, on one or more inconsistent flow vectors corresponding to the two or more images.
A processor comprising one or more circuits to
- train one or more neural networks to perform a machine vision task using a training dataset comprising one or more corrected optical flow vectors between two or more images, the one or more optical flow vectors having been corrected using superpixels determined based on inconsistent flow vectors between the two or more images.
A processor comprising one or more circuits to:
- use one or more trained neural networks to process an input comprising one or more corrected optical flow vectors between two or more images to perform a machine vision task, the one or more optical flow vectors having been corrected using superpixels determined based on inconsistent flow vectors between the two or more images.
Dependencies are inferred from the claim text.