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US Patent 11836932 Classifying motion in a video using detected visual features

Patent 11836932 was granted and assigned to Adobe Inc. on December, 2023 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Adobe Inc.
Adobe Inc.
1
Current Assignee
Adobe Inc.
Adobe Inc.
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
118369321
Patent Inventor Names
Xingyu Liu1
Hailin Jin1
Joonyoung Lee1
Date of Patent
December 5, 2023
1
Patent Application Number
173501291
Date Filed
June 17, 2021
1
Patent Citations
‌
US Patent 11601644 Image and video coding using machine learning prediction coding models
1
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US Patent 11632679 Cross reality system with wireless fingerprints
1
Patent Primary Examiner
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Omar S Ismail
1
CPC Code
‌
G06K 9/6276
1
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G06T 2207/20084
1
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G06T 7/246
1
Patent abstract

Technology is disclosed herein for learning motion in video. In an implementation, an artificial neural network extracts features from a video. A correspondence proposal (CP) module performs, for at least some of the features, a search for corresponding features in the video based on a semantic similarity of a given feature to others of the features. The CP module then generates a joint semantic vector for each of the features based at least on the semantic similarity of the given feature to one or more of the corresponding features and a spatiotemporal distance of the given feature to the one or more of the corresponding features. The artificial neural network is able to identify motion in the video using the joint semantic vectors generated for the features extracted from the video.

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