Invention Grant
- Patent Title: Method for generating objects using an hourglass predictor
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Application No.: US17434205Application Date: 2020-02-25
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Publication No.: US11887209B2Publication Date: 2024-01-30
- Inventor: Jens Peter Träff , Jens Christian Jørgensen , Alejandro Alonso Diaz , Mathias Bøgh Stokholm , Asger Vejen Hoedt
- Applicant: 3SHAPE A/S
- Applicant Address: DK Copenhagen K
- Assignee: 3SHAPE A/S
- Current Assignee: 3SHAPE A/S
- Current Assignee Address: DK Copenhagen K
- Agency: BUCHANAN INGERSOLL & ROONEY PC
- Priority: DK 201970132 2019.02.27
- International Application: PCT/EP2020/054852 2020.02.25
- International Announcement: WO2020/173912A 2020.09.03
- Date entered country: 2021-08-26
- Main IPC: G06T17/20
- IPC: G06T17/20 ; G06T17/00 ; G16H30/40 ; G06V10/774 ; A61C7/00 ; A61C9/00 ; A61C13/00 ; G06T7/00 ; G06T9/00 ; G06T11/00 ; G06T19/20

Abstract:
A computer-implemented method for generating a 2D or 3D object, including training an autoencoder on a first set of training data to identify a first set of latent variables and generate a first set of output data; training an hourglass predictor on a second set of training data, where the hourglass predictor encoder converts a set of related but different training input data to a second set of latent variables, which decode into a second set of output data of the same type as the first set of output data; and using the hourglass predictor to predict a 2D or 3D object of the same type as the first set of output data based on a 2D or 3D object of the same type as the second set of input data.
Public/Granted literature
- US20220172430A1 METHOD FOR GENERATING OBJECTS USING AN HOURGLASS PREDICTOR Public/Granted day:2022-06-02
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