METHOD FOR 3D RECONSTRUCTION, METHOD FOR TRAINING 3D RECONSTRUCTION NEURAL NETWORK SYSTEM AND COMPUTING SYSTEM

METHOD FOR 3D RECONSTRUCTION, METHOD FOR TRAINING 3D RECONSTRUCTION NEURAL NETWORK SYSTEM AND COMPUTING SYSTEM

A computer-implemented method for 3D reconstruction is provided. The method includes: receiving an input image depicting an object; encoding, by an encoder including one or more neural networks, the input image to a latent code; transforming, by a transcoder including one or more neural networks, th...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: OLMEDA REINO, Daniel, ABBELOOS, Wim, CIPOLLA, Roberto, CHARLES, James
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:A computer-implemented method for 3D reconstruction is provided. The method includes: receiving an input image depicting an object; encoding, by an encoder including one or more neural networks, the input image to a latent code; transforming, by a transcoder including one or more neural networks, the latent code to one or more 3D codes each controlling an attribute of a mathematical 3D representation of the object.