SYSTEMS AND METHODS OF 3D OBJECT RECONSTRUCTION USING A NEURAL NETWORK

SYSTEMS AND METHODS OF 3D OBJECT RECONSTRUCTION USING A NEURAL NETWORK

In accordance with some embodiments, a method is provided for determining correspondence between a projection pattern and an image of the project ion pattern shone onto the surface of an object. The method includes obtaining an image of an object while a projection pattern is shone on the surface of...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: CHERENKOVA, Kseniya, GUSEV, Gleb, ARZHANIKOV, Ilya, BEREZNYUK, Vadim
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
MEASURING
MEASURING ANGLES
MEASURING AREAS
MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
MEASURING LENGTH, THICKNESS OR SIMILAR LINEARDIMENSIONS
PHYSICS
TESTING
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Beschreibung
Zusammenfassung:In accordance with some embodiments, a method is provided for determining correspondence between a projection pattern and an image of the project ion pattern shone onto the surface of an object. The method includes obtaining an image of an object while a projection pattern is shone on the surface of the object. The method further includes, using a neural network to output a correspondence between respective pixels in the image and coordinates of the projection pattern. The method further includes, using the correspondence between respective pixels in the image and coordinates of the projection pattern, reconstructing a shape of the surface of the object.