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US Patent 11983944 Object detection and image cropping using a multi-detector approach

Patent 11983944 was granted and assigned to Kofax on May, 2024 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Kofax
Kofax
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Current Assignee
Kofax
Kofax
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
119839440
Patent Inventor Names
Stephen M. Thompson0
Jiyong Ma0
Jan W. Amtrup0
Date of Patent
May 14, 2024
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Patent Application Number
181148760
Date Filed
February 27, 2023
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Patent Citations
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US Patent 11593585 Object detection and image cropping using a multi-detector approach
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US Patent 11694456 Object detection and image cropping using a multi-detector approach
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US Patent 11620733 Content-based object detection, 3D reconstruction, and data extraction from digital images
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US Patent 8531734 Cluster model for controlling color in a color marking device
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US Patent 8549001 Method and system for gathering and providing consumer intelligence
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US Patent 9117146 Systems and methods for matching visual object components
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US Patent 9299004 Image foreground detection
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US Patent 9443298 Digital fingerprinting object authentication and anti-counterfeiting system
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Patent Primary Examiner
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Yosef Kassa
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CPC Code
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G06N 5/022
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G06N 20/10
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G06T 11/60
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Patent abstract

Computer-implemented methods for detecting objects within digital image data based on color transitions include: receiving or capturing a digital image depicting an object; sampling color information from a first plurality of pixels of the digital image, wherein each of the first plurality of pixels is located in a background region of the digital image; assigning each pixel a label of either foreground or background using an adaptive label learning process; binarizing the digital image based on the labels assigned to each pixel; detecting contour(s) within the binarized digital image; and defining edge(s) of the object based on the detected contour(s). Corresponding systems and computer program products configured to perform the inventive methods are also described.

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