The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 06, 2019

Filed:

Dec. 08, 2017
Applicant:

Nvidia Corporation, Santa Clara, CA (US);

Inventors:

Jinwei Gu, San Jose, CA (US);

Xiaodong Yang, San Jose, CA (US);

Shalini De Mello, San Francisco, CA (US);

Jan Kautz, Lexington, MA (US);

Assignee:

NVIDIA Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/40 (2006.01); G06T 13/40 (2011.01); G06N 3/08 (2006.01); G06T 7/73 (2017.01);
U.S. Cl.
CPC ...
G06T 7/73 (2017.01); G06N 3/08 (2013.01); G06T 3/4046 (2013.01); G06T 13/40 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30201 (2013.01); G06T 2207/30204 (2013.01);
Abstract

A method, computer readable medium, and system are disclosed for dynamic facial analysis. The method includes the steps of receiving video data representing a sequence of image frames including at least one head and extracting, by a neural network, spatial features comprising pitch, yaw, and roll angles of the at least one head from the video data. The method also includes the step of processing, by a recurrent neural network, the spatial features for two or more image frames in the sequence of image frames to produce head pose estimates for the at least one head.


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