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公开(公告)号：US10558894B2
公开(公告)日：2020-02-11
申请号：US16281971
申请日：2019-02-21
发明人： Xi Chen , Mamadou Diallo , Qiang Xue
摘要： A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.
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公开(公告)号：US20190266445A1
公开(公告)日：2019-08-29
申请号：US16281971
申请日：2019-02-21
发明人： Xi Chen , Mamadou Diallo , Qiang Xue
摘要： A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.
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公开(公告)号：US10395287B1
公开(公告)日：2019-08-27
申请号：US15966949
申请日：2018-04-30
发明人： Eric Lowell , Brandon Walsh , Meredith Van Voorhis , Paola Thurlow , Sehyoung Myung , Qiang Xue , Heather Aller , Kristofer Johnson , Michael Baird Beers , Chad Fisher , Mark Lareau , Karthik Kaimal , Victor Mayaki
摘要： An improved invoice management product may include an invoice hub server and an invoice database, and may receive data including one or more invoices, transmit one or more invoice records to an invoice database, identify one or more invoice records for expedited processing, transmit a request to issue an advance payment to a supplier associated with one or more supplier identifiers associated with the one or more invoice records, and transmit a notice to a customer. An Invoice Hub server may receive data comprising one or more invoices, create one or more invoice records based on the one or more invoices, transmit the one or more invoice records to an invoice database, identify one or more invoice records for expedited processing, transmit a request to issue an advance payment to a supplier, and transmit a notice to a customer associated with the one or more invoice records.
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公开(公告)号：US11481822B2
公开(公告)日：2022-10-25
申请号：US16547101
申请日：2019-08-21
发明人： Eric Lowell , Brandon Walsh , Meredith Van Voorhis , Paola Thurlow , Sehyoung Myung , Qiang Xue , Heather Aller , Kristofer Johnson , Michael Baird Beers , Chad Fisher , Mark Lareau , Karthik Kaimal , Victor Mayaki
摘要： An improved invoice management product may include an invoice hub server and an invoice database, and may receive data including one or more invoices, transmit one or more invoice records to an invoice database, identify one or more invoice records for expedited processing, transmit a request to issue an advance payment to a supplier associated with one or more supplier identifiers associated with the one or more invoice records, and transmit a notice to a customer. An Invoice Hub server may receive data comprising one or more invoices, create one or more invoice records based on the one or more invoices, transmit the one or more invoice records to an invoice database, identify one or more invoice records for expedited processing, transmit a request to issue an advance payment to a supplier, and transmit a notice to a customer associated with the one or more invoice records.
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公开(公告)号：US11126892B2
公开(公告)日：2021-09-21
申请号：US16705604
申请日：2019-12-06
发明人： Xi Chen , Mamadou Diallo , Qiang Xue
摘要： A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.
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公开(公告)号：US20210365737A1
公开(公告)日：2021-11-25
申请号：US17394594
申请日：2021-08-05
发明人： Xi Chen , Mamadou Diallo , Qiang Xue
摘要： A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.
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公开(公告)号：US10262235B1
公开(公告)日：2019-04-16
申请号：US15904964
申请日：2018-02-26
发明人： Xi Chen , Mamadou Diallo , Qiang Xue
摘要： A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.
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