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.
Patent No.:
Date of Patent:
Nov. 29, 2022
Filed:
Jan. 02, 2020
Blink Technologies Inc., Palo Alto, CA (US);
Oren Haimovitch-Yogev, Los Altos, CA (US);
Tsahi Mizrahi, Yoqneam Ilit, IL;
Andrey Zhitnikov, Haifa, IL;
Almog David, Kiryat Motzkin, IL;
Artyom Borzin, Haifa, IL;
Gilad Drozdov, Haifa, IL;
BLINK TECHNOLOGIES INC., Palo Alto, CA (US);
Abstract
The disclosure relates to systems, methods and programs for geometrically constrained, unsupervised training of convolutional autoencoders on unlabeled images for extracting eye landmarks. Disclosed systems for unsupervised deep learning of gaze estimation in eyes' image data are implementable in a computerized system. Disclosed methods include capturing an unlabeled image comprising the eye region of a user; and training a plurality of convolutional autoencoders on the unlabeled image comprising the eye region of a user using an initial geometrically regularized loss function to determine a plurality of eye landmarks.