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:
Jul. 19, 2022
Filed:
Jun. 26, 2020
Adobe Inc., San Jose, CA (US);
Ionut Mironica, Bucharest, RO;
Adobe Inc., San Jose, CA (US);
Abstract
Systems and methods are disclosed for automatically correcting a rotation of an image. One method comprises receiving an input image to be processed for rotation correction, and providing the input image to a machine learning model configured to predict a rotation angle and an orientation of an image. The machine learning model may comprise a convolutional neural network utilizing one or more rectangle-shaped filters to extract features from the input image. A rotation angle may be determined using a first branch of fully connected layer configured for a regression task of the machine learning model, and an orientation of the image may be determined using a second branch of fully connected layer configured for a classification task of the machine learning model. The input image may then be rotated based on the determined rotation angle and orientation.