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US Patent 11941816 Automated cropping of images using a machine learning predictor

Patent 11941816 was granted and assigned to Gracenote on March, 2024 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent
0

Patent attributes

Patent Applicant
Gracenote
Gracenote
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Current Assignee
Gracenote
Gracenote
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
119418160
Patent Inventor Names
Aneesh Vartakavi0
Casper Lützhøft Christensen0
Date of Patent
March 26, 2024
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Patent Application Number
173604350
Date Filed
June 28, 2021
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Patent Citations
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US Patent 9514536 Intelligent video thumbnail selection and generation
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US Patent 9594984 Business discovery from imagery
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Patent Primary Examiner
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Charlotte M Baker
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CPC Code
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G06T 2207/20132
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G06T 3/00
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G06N 3/08
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G06N 3/084
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G06V 10/25
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G06V 10/267
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G06V 10/764
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G06V 10/774
0
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Patent abstract

Example systems and methods may selection of video frames using a machine learning (ML) predictor program are disclosed. The ML predictor program may generate predicted cropping boundaries for any given input image. Training raw images associated with respective sets of training master images indicative of cropping characteristics for the training raw image may be input to the ML predictor, and the ML predictor program trained to predict cropping boundaries for raw image based on expected cropping boundaries associated training master images. At runtime, the trained ML predictor program may be applied to runtime raw images in order to generate respective sets of runtime cropping boundaries corresponding to different cropped versions of the runtime raw image. The runtime raw images may be stored with information indicative of the respective sets of runtime boundaries.

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