Invention Grant
- Patent Title: Rendering global light transport in real-time using machine learning
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Application No.: US14662749Application Date: 2015-03-19
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Publication No.: US09684996B2Publication Date: 2017-06-20
- Inventor: Jiaping Wang , Peiran Ren , Baining Guo , Minmin Gong , Xin Tong , Stephen S. Lin
- Applicant: Microsoft Technology Licensing, LLC
- Applicant Address: US WA Redmond
- Assignee: Microsoft Technology Licensing, LLC
- Current Assignee: Microsoft Technology Licensing, LLC
- Current Assignee Address: US WA Redmond
- Agency: Lee & Hayes, PLLC
- Main IPC: G06T15/50
- IPC: G06T15/50 ; G06N99/00 ; G06T15/80

Abstract:
Some implementations disclosed herein provide techniques and arrangements to render global light transport in real-time or near real-time. For example, in a pre-computation stage, a first computing device may render points of surfaces (e.g., using multiple light bounces and the like). Attributes for each of the points may be determined. A plurality of machine learning algorithms may be trained using particular attributes from the attributes. For example, a first machine learning algorithm may be trained using a first portion of the attributes and a second machine learning algorithm may be trained using a second portion of the attributes. The trained machine learning algorithms may be used by a second computing device to render components (e.g., diffuse and specular components) of indirect shading in real-time.
Public/Granted literature
- US20150193967A1 RENDERING GLOBAL LIGHT TRANSPORT IN REAL-TIME USING MACHINE LEARNING Public/Granted day:2015-07-09
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06T | 一般的图像数据处理或产生 |
G06T15/00 | 3D〔三维〕图像的加工 |
G06T15/50 | .发光效果 |