Title:
METHOD, STORAGE MEDIUM AND APPARATUS FOR CONVERTING 2D PICTURE SET TO 3D MODEL
Document Type and Number:
WIPO Patent Application WO/2020/032354
Kind Code:
A1
Abstract:
Provided are a method for converting a 2D picture set to a 3D model. The method includes: identifying the category of each object contained in each picture in the 2D picture set and outline information of each object by using a deep learning algorithm; extracting detail characteristic information of each object by using a computer vision algorithm, wherein the detail feature information at least includes texture information, color feature information and shape feature information; matching the 3D model based on the category, the shape feature information and the outline information of each object, wherein the 3D model matched successfully is the 3D model of the object; and mapping the texture information and the color feature information of each object onto the 3D model of each object. According to the present disclosure, a realistic 3D model is constructed to overcome the shortcomings of generating a 3D model and a 3D video based on parallax.
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Inventors:
WANG LEI (CN)
Application Number:
PCT/KR2019/006025
Publication Date:
February 13, 2020
Filing Date:
May 20, 2019
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
H04N13/275; G06N3/08; H04N13/31; H04N13/359
Domestic Patent References:
| WO2018126270A1 | 2018-07-05 |
Foreign References:
| US20170085863A1 | 2017-03-23 | |||
| US20180189611A1 | 2018-07-05 | |||
| US20180190033A1 | 2018-07-05 | |||
| US6466205B2 | 2002-10-15 |
Attorney, Agent or Firm:
LEE, Keon-Joo et al. (KR)
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