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公开(公告)号:US20230282016A1
公开(公告)日:2023-09-07
申请号:US17898678
申请日:2022-08-30
Inventor: Huihui HE , Jiayang WANG , Yubo XIANG
CPC classification number: G06V30/19187 , G06N3/08 , G06T9/002 , G06V30/19147 , G06V30/1916
Abstract: Provided are method for recognizing a receipt, an electronic device and a storage medium, which relate to the fields of deep learning and pattern recognition. The method may include: a target receipt to be recognized is acquired; two-dimensional position information of multiple text blocks on the target receipt respectively is encoded, to obtain multiple encoding results; graph convolution is performed on the multiple encoding results respectively, to obtain multiple convolution results; and each of the multiple convolution results is recognized based on a first conditional random field model, to obtain a first prediction result at text block-level of the target receipt, wherein the first conditional random field model and a second conditional random field model are co-trained, so as to obtain a second prediction result at token-level of the target receipt.
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公开(公告)号:US20230281380A1
公开(公告)日:2023-09-07
申请号:US18173651
申请日:2023-02-23
Inventor: Yubo XIANG , Jiayang WANG , Huihui HE , Junyu SHEN , Cuicong SU , Hongguang ZHANG
IPC: G06F40/166 , G06V30/412 , G06F40/284 , G06F40/30
CPC classification number: G06F40/166 , G06V30/412 , G06F40/284 , G06F40/30
Abstract: A method of processing a text, an electronic device, and a storage medium, which relates to a field of an image processing technology, in particular to a field of computer vision technology. The method includes: determining similarities between a plurality of fields contained in a text image to be processed and a plurality of predetermined field names; determining, from the plurality of fields, a field having a similarity greater than a similarity threshold as a target field name; determining a target field value corresponding to the target field name from M remaining field among the plurality of fields other than the target field name, where M≥1; and outputting a correspondence between the target field name and the target field value.
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