NETWORK ARCHITECTURE FOR 3D IMAGE PROCESSING

NETWORK ARCHITECTURE FOR 3D IMAGE PROCESSING

A mechanism for processing input 3D image data. In a first phase, the input 3D image data is separately processed using one or more neural networks to produce one or more modified 3D image data. In a second phase, the input 3D image data and the modified 3D image data are processed using another neu...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: GOSHEN, Liran, GRINGAUZ, Asher
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 mechanism for processing input 3D image data. In a first phase, the input 3D image data is separately processed using one or more neural networks to produce one or more modified 3D image data. In a second phase, the input 3D image data and the modified 3D image data are processed using another neural network to produce an output. The one or more neural networks that produce the modified 3D image data are configured to process slices or sub-volumes of the input 3D image data to produce modified 3D image data.