Automatic table reconstruction method for coal quality detection report image, storage medium and electronic equipment

The invention discloses an automatic table reconstruction method for a coal quality detection report image, a storage medium and electronic equipment. The method comprises the following steps: collecting; performing table recognition, namely performing processing through a text detection model EAST,...

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Hauptverfasser: CAO YUHONG, ZHU JIEWEN, YANG CHENCHEN, PAN MIAO, WANG QIXIANG, ZHOU CHUNLEI, SHI TIAN, SUN SHUANZHU, SUN BIN, LI CHUNYAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an automatic table reconstruction method for a coal quality detection report image, a storage medium and electronic equipment. The method comprises the following steps: collecting; performing table recognition, namely performing processing through a text detection model EAST, a text recognition model CRNN, a table structure prediction model RARE based on an adaptive attention mechanism and a cell aggregation module; carrying out data post-processing; storing the processed data in a database in a character string form to form a coal quality detection information database; and repeatedly and continuously storing the obtained coal quality detection report image displayed with the table into the database. According to the method, end-to-end reconstruction of a coal quality detection report image table is realized by adding model pruning, adjustment of a feature extraction network, an adaptive attention mechanism, cell coordinate aggregation and text aggregation; on the basis of a table rec