Invention Publication
- Patent Title: NEURAL NETWORK FOR IMAGE REGISTRATION AND IMAGE SEGMENTATION TRAINED USING A REGISTRATION SIMULATOR
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Application No.: US18405932Application Date: 2024-01-05
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Publication No.: US20240161282A1Publication Date: 2024-05-16
- Inventor: Wentao Zhu , Daguang Xu , Andriy Myronenko , Ziyue Xu
- Applicant: NVIDIA Corporation
- Applicant Address: US CA Santa Clara
- Assignee: NVIDIA Corporation
- Current Assignee: NVIDIA Corporation
- Current Assignee Address: US CA Santa Clara
- The original application number of the division: US16540717 2019.08.14
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06F30/20 ; G06N3/08 ; G06T7/11 ; G06T7/33

Abstract:
Apparatuses, systems, and techniques to perform registration among images. In at least one embodiment, one or more neural networks are trained to indicate registration of features in common among at least two images by generating a first correspondence by simulating a registration process of registering an image and applying the at least two images and the first correspondence to a neural network to derive a second correspondence of the features in common among the at least two images.
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