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US 12,762,649 B2Granted
Reference image based material retrieval
AssigneeAdobe Inc.
InventorsValentin Mathieu Deschaintre, Rosalie Noémie Raphaëlle Martin
Life of this patent
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AssigneeAdobe Inc.
InventorsValentin Mathieu Deschaintre, Rosalie Noémie Raphaëlle Martin
Estimating the term…
Techniques for reference image based material retrieval are described that support identification of procedural materials based on visual features of input images. A processing device, for instance, receives an input image that has a particular visual appearance. The processing device generates a histogram representation of the input image that represents a color prominence of the input image and generates a color distribution based on the color prominence. The processing device leverages a vision language model to filter candidate procedural materials by a semantic similarity to the input image. The processing device then identifies a procedural material that has a visual similarity to the particular visual appearance by comparing the color distribution for the input image to color distributions associated with the filtered candidate procedural materials. In this way, the techniques described herein support efficient retrieval of procedural materials based on color and on semantic features of the input image.
A method comprising:
A system comprising:
A non-transitory computer-readable storage medium storing executable instructions, which when executed by a processing device, cause the processing device to perform operations comprising:
Dependencies are inferred from the claim text.