Invention Grant
US09025863B2 Depth camera system with machine learning for recognition of patches within a structured light pattern
有权
深度相机系统,具有机器学习,用于识别结构光图案中的贴片
- Patent Title: Depth camera system with machine learning for recognition of patches within a structured light pattern
- Patent Title (中): 深度相机系统,具有机器学习,用于识别结构光图案中的贴片
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Application No.: US13929272Application Date: 2013-06-27
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Publication No.: US09025863B2Publication Date: 2015-05-05
- Inventor: Dror Reif
- Applicant: Intel Corporation
- Applicant Address: US CA Santa Clara
- Assignee: Intel Corporation
- Current Assignee: Intel Corporation
- Current Assignee Address: US CA Santa Clara
- Agency: Grossman, Tucker, Perreault & Pfleger, PLLC
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T7/00 ; H04N13/02

Abstract:
Generally, this disclosure provides systems, devices, methods and computer readable media for a depth camera with ML techniques for recognition of patches within an SL pattern. The system may include a projection module to project an ML-based SL pattern onto a scene; a camera to receive an image of the SL pattern reflected from the scene; a patch recognition and location module to generate a descriptor vector for a patch segmented from the received image and to query an ML system with the descriptor vector, the ML system configured to provide a patch label associated with the descriptor vector, the patch label comprising a location of the patch relative to the projected SL pattern; and a depth estimation module to triangulate a distance between the camera and a region of the scene associated with the patch based on the location of the patch relative to the projected SL pattern.
Public/Granted literature
- US20150002628A1 DEPTH CAMERA SYSTEM WITH MACHINE LEARNING FOR RECOGNITION OF PATCHES WITHIN A STRUCTURED LIGHT PATTERN Public/Granted day:2015-01-01
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