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First Claim
Patent Images
1. A method for content item classification, comprising:
- receiving a digital image;
identifying, by at least one processor, a plurality of angle measurements for possible page edges of at least one potential document within the received image, wherein identifying the plurality of angle measurements comprises;
identifying, by the at least one processor, one or more edge candidates of the at least one potential document; and
calculating the plurality of angle measurements based on a vector extending from a selected origin to a point on each of the one or more edge candidates;
determining, based on the identified plurality of angle measurements, whether the image contains a document; and
in response to determining that the image contains a document, classifying the image as a document-containing image.
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Abstract
Embodiments are provided for content item classification. In some embodiments, an image for classification is received, a compact representation for the image having values indicative of pixel values within the received image is generated, a plurality of angle measurements for possible edges of at least one potential document within the received image are determined, and the image is classified using said compact representation and said plurality of angle measurements
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Citations
20 Claims
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1. A method for content item classification, comprising:
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receiving a digital image; identifying, by at least one processor, a plurality of angle measurements for possible page edges of at least one potential document within the received image, wherein identifying the plurality of angle measurements comprises; identifying, by the at least one processor, one or more edge candidates of the at least one potential document; and calculating the plurality of angle measurements based on a vector extending from a selected origin to a point on each of the one or more edge candidates; determining, based on the identified plurality of angle measurements, whether the image contains a document; and in response to determining that the image contains a document, classifying the image as a document-containing image. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A non-transitory computer-readable medium containing instruction that, when executed by at least one processor of a computing device, cause the computing device to:
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receive a digital image; identify a plurality of angle measurements for possible page edges of at least one potential document within the received image, wherein identifying the plurality of angle measurements comprises; identifying one or more edge candidates of the at least one potential document; and calculating the plurality of angle measurements based on a vector extending from a selected origin to a point on each of the one or more edge candidates; determine, based on the identified plurality of angle measurements, whether the image contains a document; and in response to determining that the image contains a document, classify the image as a document-containing image. - View Dependent Claims (10, 11, 12, 13, 14)
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15. A system for content item classification, the system comprising:
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one or more processors; and memory containing instructions thereon that, when executed, cause the one or more processors to; receive a digital image; identify a plurality of angle measurements for possible page edges of at least one potential document within the received image, wherein identifying the plurality of angle measurements comprises; identifying one or more edge candidates of the at least one potential document; and calculating the plurality of angle measurements based on a vector extending from a selected origin to a point on each of the one or more edge candidates; determine, based on the identified plurality of angle measurements, whether the image contains a document; and in response to determining that the image contains a document, classify the image as a document-containing image. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification