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:
Oct. 03, 2023

Filed:

Sep. 28, 2022
Applicant:

Ambarella International Lp, Santa Clara, CA (US);

Inventor:

Zhikan Yang, Shanghai, CN;

Assignee:

Ambarella International LP, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/00 (2022.01); G06F 18/21 (2023.01); G06T 7/285 (2017.01); G06T 7/593 (2017.01); G06N 3/088 (2023.01); G06V 10/88 (2022.01); G06V 10/46 (2022.01); G06F 18/214 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 18/2193 (2023.01); G06F 18/214 (2023.01); G06F 18/2155 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01); G06T 7/285 (2017.01); G06T 7/593 (2017.01); G06V 10/462 (2022.01); G06V 10/88 (2022.01); G06T 2207/10021 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

An apparatus includes an interface and a processor. The interface may be configured to receive pixel data from a capture device. The processor may be configured to (i) process the pixel data arranged as one or more video frames, (ii) extract features from the one or more video frames, (iii) generate fused maps for at least one of disparity and optical flow in response to the features extracted, (iv) generate regenerated image frames by performing warping on a first subset of the video frames based on (a) the fused maps and (b) first parameters, (v) perform a classification of a sample image frame based on second parameters, and (vi) update the first parameters and the second parameters in response to whether the classification is correct. The classification generally comprises indicating whether the sample image frame is one of a second subset of the video frames or one of the regenerated image frames.


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