Invention Grant
- Patent Title: Marker based tracking
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Application No.: US16781575Application Date: 2020-02-04
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Publication No.: US10657704B1Publication Date: 2020-05-19
- Inventor: Shangchen Han , Christopher David Twigg , Robert Y. Wang
- Applicant: Facebook Technologies, LLC
- Applicant Address: US CA Menlo Park
- Assignee: Facebook Technologies, LLC
- Current Assignee: Facebook Technologies, LLC
- Current Assignee Address: US CA Menlo Park
- Agency: Fenwick & West LLP
- Main IPC: G06T19/20
- IPC: G06T19/20 ; G06T7/55 ; G06N3/08 ; G06T15/20 ; G06T17/10 ; G06F3/01 ; G06T19/00

Abstract:
A tracking system converts images to a set of points in 3D space. The images are of a wearable item that includes markers, and the set of points include representations of the markers. A view is selected from a plurality of views using the set of points, and the selected view includes one or more representations of the representations. A depth map is generated based on the selected view and the set of points, and the depth map includes the one or more representations. A neural network maps labels to the one or more representations in the depth map using a model of a portion of a body that wears the wearable item. A joint parameter is determined using the mapped labels. The model is updated with the joint parameter, and content provided to a user of the wearable item is based in part on the updated model.
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