AUTOMATED REGISTRATION METHOD OF 3D FACIAL SCAN DATA AND 3D VOLUMETRIC MEDICAL IMAGE DATA USING DEEP LEARNING AND COMPUTER READABLE MEDIUM HAVING PROGRAM FOR PERFORMING THE METHOD

An automated registration method of 3D facial scan data and 3D volumetric medical image data using deep learning, includes extracting scan landmarks from the 3D facial scan data using a convolutional neural network, extracting volume landmarks from the 3D volumetric medical image data using the conv...

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Bibliographic Details
Main Authors CHOI, Jinhyeok, KIM, Hannah, SHIN, Bonjour, KIM, Youngjun
Format Patent
LanguageEnglish
Published 28.09.2023
Subjects
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:An automated registration method of 3D facial scan data and 3D volumetric medical image data using deep learning, includes extracting scan landmarks from the 3D facial scan data using a convolutional neural network, extracting volume landmarks from the 3D volumetric medical image data using the convolutional neural network and operating an initial registration of the 3D facial scan data and the 3D volumetric medical image data using the scan landmarks and the volume landmarks.
Bibliography:Application Number: US202318111709