This invention describes a system that can digitally change how a fashion item appears in a photograph. It works by first identifying the item on a person and then calculating the 3D orientation of its surface from the image. Using this information, the system can then virtually re-light the item and render new reflections, making it look as if light is hitting it from a different direction.
Why it matters: Since 2021, significant advancements in neural networks for single-image 3D reconstruction and implicit neural representations have made estimating pixel angles and re-rendering lighting effects more robust. This could simplify the complex computer vision and rendering tasks described in the claims.
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